modelId
stringlengths 4
112
| sha
stringlengths 40
40
| lastModified
stringlengths 24
24
| tags
sequence | pipeline_tag
stringclasses 29
values | private
bool 1
class | author
stringlengths 2
38
β | config
null | id
stringlengths 4
112
| downloads
float64 0
36.8M
β | likes
float64 0
712
β | library_name
stringclasses 17
values | readme
stringlengths 0
186k
| embedding
sequence |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
pravesh/wav2vec2-large-xls-r-300m-hindi-colabrathee-intel | bad2c6336d229e13553bc0e88f2c18832b3ebcad | 2022-05-31T07:04:30.000Z | [
"pytorch",
"wav2vec2",
"automatic-speech-recognition",
"dataset:common_voice",
"transformers",
"generated_from_trainer",
"license:apache-2.0",
"model-index"
] | automatic-speech-recognition | false | pravesh | null | pravesh/wav2vec2-large-xls-r-300m-hindi-colabrathee-intel | 0 | null | transformers | ---
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- common_voice
model-index:
- name: wav2vec2-large-xls-r-300m-hindi-colabrathee-intel
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# wav2vec2-large-xls-r-300m-hindi-colabrathee-intel
This model is a fine-tuned version of [facebook/wav2vec2-xls-r-300m](https://huggingface.co/facebook/wav2vec2-xls-r-300m) on the common_voice dataset.
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0003
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 30
- mixed_precision_training: Native AMP
### Framework versions
- Transformers 4.11.3
- Pytorch 1.10.0+cu113
- Datasets 1.18.3
- Tokenizers 0.10.3
| [
-0.09102946519851685,
-0.05805202201008797,
-0.04312665015459061,
-0.032076332718133926,
-0.023961972445249557,
0.021980665624141693,
-0.06525637209415436,
-0.07124066352844238,
-0.0577864795923233,
-0.08062664419412613,
0.07920511811971664,
-0.11105259507894516,
-0.016945745795965195,
-0.035754796117544174,
-0.04466009512543678,
0.001979425549507141,
0.04705674573779106,
-0.06997204571962357,
-0.08588091284036636,
-0.014161556959152222,
0.01893148012459278,
0.04789676517248154,
0.08050607889890671,
0.00728621007874608,
0.04025617986917496,
0.04160941764712334,
-0.04185380041599274,
0.03865590691566467,
0.027452247217297554,
-0.058327656239271164,
0.11920587718486786,
0.054550088942050934,
0.0650242492556572,
0.024546321481466293,
-0.0006402546423487365,
0.004344237502664328,
-0.015448070131242275,
-0.020440898835659027,
0.039288509637117386,
-0.06337426602840424,
0.010803564451634884,
-0.00833895057439804,
0.0008001434034667909,
0.048833105713129044,
-0.006297520361840725,
-0.0056897480972111225,
-0.09075348824262619,
-0.04329406097531319,
-0.029774222522974014,
0.011405683122575283,
-0.11532504111528397,
-0.10387355834245682,
0.06662632524967194,
0.020711133256554604,
-0.07649687677621841,
-0.024400964379310608,
0.037603966891765594,
0.070681132376194,
0.027739237993955612,
0.03455283120274544,
-0.03315015882253647,
-0.004429657012224197,
-0.04434787109494209,
0.0037580574862658978,
-0.06489312648773193,
-0.06164463981986046,
-0.04836181178689003,
-0.015781518071889877,
0.07274001091718674,
-0.013749722391366959,
-0.02998102270066738,
0.07722710818052292,
0.011706153862178326,
0.006009959150105715,
0.02601982280611992,
0.010163282044231892,
0.034811608493328094,
0.011883226223289967,
0.06606397777795792,
-0.0791294202208519,
-0.003351218067109585,
-0.07047689706087112,
0.08778253197669983,
-0.058715593069791794,
0.05374927818775177,
0.02403329499065876,
0.008195513859391212,
-0.03316498175263405,
-0.0012977856677025557,
-0.06656483560800552,
-0.01858757808804512,
0.044836562126874924,
0.011763669550418854,
0.07487994432449341,
-0.006225768942385912,
0.06770395487546921,
0.0006612068973481655,
0.01221497356891632,
-0.06573645770549774,
0.1064210906624794,
-0.029174095019698143,
-0.008473159745335579,
0.03877364844083786,
0.01282160822302103,
-0.025866899639368057,
-0.07052461057901382,
-0.006104177795350552,
0.10743505507707596,
0.08019798994064331,
-0.034982871264219284,
0.05792032182216644,
0.059509165585041046,
-0.04422275349497795,
0.011557823978364468,
0.03609969839453697,
0.08532039076089859,
-0.032120831310749054,
-0.013199707493185997,
-0.012157116085290909,
0.05253031849861145,
-0.07314644753932953,
-0.019553394988179207,
-0.06607353687286377,
-0.06135537475347519,
-0.042651981115341187,
-0.08498313277959824,
-0.07674949616193771,
2.9108132944488815e-33,
0.04838821664452553,
0.05073827877640724,
-0.01451720017939806,
-0.00011485644790809602,
0.03537878021597862,
-0.09464529901742935,
0.006588785443454981,
-0.04556271433830261,
0.019553016871213913,
-0.05075530707836151,
-0.05844024941325188,
-0.033867187798023224,
-0.050814397633075714,
0.09106387943029404,
0.008793945424258709,
-0.018450509756803513,
-0.025721687823534012,
-0.002249125624075532,
0.02039026841521263,
-0.004619393963366747,
0.16505461931228638,
-0.0013567371061071754,
0.009727447293698788,
-0.006606773938983679,
0.040148332715034485,
0.08317531645298004,
0.07627484202384949,
0.025763174518942833,
0.05643555521965027,
0.0528244785964489,
-0.021282784640789032,
-0.03706563264131546,
-0.028792059049010277,
-0.029370905831456184,
0.013551635667681694,
0.038744308054447174,
0.022958341985940933,
0.006463269237428904,
-0.05930604785680771,
-0.03955939784646034,
0.041370049118995667,
0.02881934493780136,
-0.002983603160828352,
-0.057601746171712875,
-0.046901240944862366,
-0.058031417429447174,
-0.007272993214428425,
0.03776052966713905,
0.0027490693610161543,
0.07674143463373184,
-0.09954068064689636,
0.006594234146177769,
0.03356025367975235,
0.04154198244214058,
-0.03591452166438103,
-0.036717481911182404,
0.07381683588027954,
0.05451982468366623,
-0.018858719617128372,
-0.0008587706834077835,
0.02084892988204956,
-0.01872459053993225,
0.01428284402936697,
0.003787975525483489,
-0.040460698306560516,
-0.05551786348223686,
-0.03488156944513321,
-0.039991121739149094,
0.04783426970243454,
0.011874979361891747,
-0.033685144037008286,
-0.02951175346970558,
0.06013497710227966,
0.018614165484905243,
-0.015451728366315365,
-0.05797499790787697,
-0.00418647937476635,
-0.06392887979745865,
-0.06621786206960678,
-0.0008776549366302788,
0.006554667837917805,
0.09152375161647797,
-0.009832215495407581,
-0.04983570799231529,
-0.0005482445121742785,
-0.07600612938404083,
-0.005446509458124638,
-0.09679178893566132,
-0.003006553743034601,
0.04919331893324852,
-0.05804198980331421,
0.0943133607506752,
-0.0578981451690197,
-0.03255222737789154,
-0.03721247613430023,
-4.0550756787247825e-33,
0.0220127385109663,
0.12091748416423798,
-0.01765517331659794,
0.070522740483284,
0.01984560675919056,
0.011303914710879326,
0.08720432966947556,
0.14827874302864075,
-0.05422906205058098,
-0.054180655628442764,
0.09315721690654755,
-0.013120021671056747,
0.032193686813116074,
-0.033930469304323196,
0.034718070179224014,
0.021308841183781624,
-0.004552672151476145,
0.011805534362792969,
0.03682835027575493,
0.05390894040465355,
0.010593523271381855,
0.10153306275606155,
-0.02610960230231285,
0.04693193733692169,
0.003952327184379101,
-0.03404112905263901,
-0.02554570697247982,
0.0766710564494133,
0.04251944646239281,
-0.01842689886689186,
-0.03513186424970627,
-0.05520283058285713,
-0.05434716120362282,
0.03216955438256264,
-0.035218242555856705,
0.005119531415402889,
0.05748772248625755,
-0.022743556648492813,
-0.006037284154444933,
0.09251289814710617,
0.04788893088698387,
0.06358135491609573,
-0.07262754440307617,
-0.002935601631179452,
-0.010980263352394104,
-0.042889777570962906,
0.01041514053940773,
-0.04340457543730736,
-0.04481536149978638,
-0.07700891047716141,
0.04376593604683876,
-0.08399569243192673,
0.027322934940457344,
-0.016801150515675545,
-0.025134295225143433,
-0.048164792358875275,
0.05457977578043938,
-0.00877839419990778,
-0.05897274240851402,
-0.0292952973395586,
-0.01871553622186184,
0.009623085148632526,
-0.08253596723079681,
-0.08124878257513046,
0.0031341041903942823,
-0.002170401392504573,
-0.028769388794898987,
0.023997459560632706,
0.07473263889551163,
-0.014270422048866749,
-0.041746653616428375,
0.03819410502910614,
0.012646016664803028,
0.02572721056640148,
-0.07282280176877975,
-0.012427041307091713,
-0.10003568232059479,
0.016869330778717995,
0.010867968201637268,
-0.10764750093221664,
0.00862843543291092,
0.052478253841400146,
0.06944597512483597,
-0.001005986356176436,
0.14379379153251648,
0.07152166962623596,
0.043296948075294495,
0.030819620937108994,
-0.039257995784282684,
0.01920950412750244,
0.008088885806500912,
0.06942257285118103,
0.027759114280343056,
0.15122738480567932,
0.03826477378606796,
-5.554741733249102e-8,
-0.03221554309129715,
-0.008063218556344509,
-0.022368108853697777,
0.03774426504969597,
0.014442355372011662,
-0.040584318339824677,
-0.011610548943281174,
-0.02040337212383747,
0.03351481631398201,
0.009447376243770123,
0.0276640634983778,
0.007662009913474321,
-0.06993316113948822,
0.07449939101934433,
-0.03878730908036232,
-0.00426243944093585,
-0.030513407662510872,
0.1240728497505188,
-0.046600211411714554,
-0.08734036982059479,
0.014872992411255836,
0.003695347812026739,
0.03511732071638107,
-0.017161449417471886,
0.09028086066246033,
-0.05055900663137436,
-0.079230897128582,
0.05654822662472725,
-0.06663692742586136,
-0.015512976795434952,
-0.05947636440396309,
0.043061256408691406,
0.010921298526227474,
-0.11985452473163605,
-0.00009577179298503324,
0.07738377898931503,
-0.039768852293491364,
-0.03507997468113899,
0.011889887973666191,
0.03886204585433006,
0.03214031085371971,
0.05717861279845238,
-0.036194298416376114,
-0.014935212209820747,
0.09036318957805634,
-0.04635955020785332,
-0.013244224712252617,
-0.10318779945373535,
0.046692732721567154,
0.017476728186011314,
0.011624478735029697,
0.024893730878829956,
-0.013545706868171692,
-0.013337580487132072,
0.02971046417951584,
0.0494668073952198,
-0.0867953971028328,
0.023503540083765984,
0.012364489026367664,
0.030986228957772255,
0.07345867902040482,
0.011677224189043045,
-0.027904624119400978,
-0.03956492245197296
] |
theojolliffe/bart-cnn-science-v3-e4 | b9fc8cb7e6065dc2b41404a054146472b365feca | 2022-05-31T09:41:01.000Z | [
"pytorch",
"tensorboard",
"bart",
"text2text-generation",
"transformers",
"generated_from_trainer",
"license:mit",
"model-index",
"autotrain_compatible"
] | text2text-generation | false | theojolliffe | null | theojolliffe/bart-cnn-science-v3-e4 | 0 | null | transformers | ---
license: mit
tags:
- generated_from_trainer
metrics:
- rouge
model-index:
- name: bart-cnn-science-v3-e4
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# bart-cnn-science-v3-e4
This model is a fine-tuned version of [theojolliffe/bart-cnn-science](https://huggingface.co/theojolliffe/bart-cnn-science) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.8265
- Rouge1: 53.0296
- Rouge2: 33.4957
- Rougel: 35.8876
- Rougelsum: 50.0786
- Gen Len: 141.5926
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
- mixed_precision_training: Native AMP
### Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:--------:|
| No log | 1.0 | 398 | 0.9965 | 52.4108 | 32.1506 | 35.0281 | 50.0368 | 142.0 |
| 1.176 | 2.0 | 796 | 0.8646 | 52.7182 | 32.9681 | 35.1454 | 49.9527 | 141.8333 |
| 0.7201 | 3.0 | 1194 | 0.8354 | 52.5417 | 32.6428 | 35.8703 | 49.8037 | 142.0 |
| 0.5244 | 4.0 | 1592 | 0.8265 | 53.0296 | 33.4957 | 35.8876 | 50.0786 | 141.5926 |
### Framework versions
- Transformers 4.19.2
- Pytorch 1.11.0+cu113
- Datasets 2.2.2
- Tokenizers 0.12.1
| [
-0.08428368717432022,
-0.030000554397702217,
0.005252275615930557,
0.04573570564389229,
0.03653633967041969,
0.009984605014324188,
-0.031198494136333466,
-0.03360637649893761,
-0.02641391195356846,
-0.12133018672466278,
0.047304365783929825,
-0.07778539508581161,
0.04480450600385666,
-0.07648906111717224,
-0.14258834719657898,
-0.02301500365138054,
0.0930420309305191,
-0.02726067788898945,
-0.11745947599411011,
0.039727501571178436,
0.04283369332551956,
0.03596021607518196,
0.043246060609817505,
0.049922313541173935,
0.022565854713320732,
0.011803398840129375,
-0.03763789311051369,
-0.021375402808189392,
0.01004660315811634,
-0.027918195351958275,
0.04194283485412598,
0.005112316459417343,
-0.009332194924354553,
0.06435638666152954,
0.020682042464613914,
0.02216184511780739,
-0.002389512723311782,
-0.01471666805446148,
0.031203920021653175,
0.06449098140001297,
0.007918396033346653,
-0.07613988220691681,
0.0012031275546178222,
0.0787196233868599,
0.03516249358654022,
0.040330201387405396,
-0.046349331736564636,
-0.11914727836847305,
0.015054411254823208,
0.01020311564207077,
-0.045230139046907425,
-0.03752113878726959,
0.014287300407886505,
0.00724866334348917,
-0.028175363317131996,
0.00027223399956710637,
-0.03278197720646858,
-0.07562632113695145,
-0.015573926270008087,
0.00994599424302578,
0.019978126510977745,
-0.016500283032655716,
-0.046945277601480484,
0.008099008351564407,
-0.05830899998545647,
-0.027865096926689148,
-0.02663506008684635,
-0.0356733463704586,
0.03469744324684143,
-0.06396640092134476,
0.04819612205028534,
0.09797476977109909,
0.014667436480522156,
0.026053335517644882,
0.07009048759937286,
0.024332236498594284,
0.08676500618457794,
0.024414686486124992,
0.13813647627830505,
-0.0959988683462143,
0.012854846194386482,
-0.010927893221378326,
0.01120426319539547,
0.00011406993144191802,
0.04680604115128517,
-0.00846516340970993,
0.02400069870054722,
-0.004060191567987204,
0.09502982348203659,
0.007038420997560024,
-0.06764186173677444,
-0.021804355084896088,
-0.07229853421449661,
0.006331238895654678,
0.047424569725990295,
0.07056517153978348,
0.016459409147500992,
-0.04140656068921089,
-0.009843951091170311,
0.10633396357297897,
-0.014488541521131992,
0.06597691029310226,
0.011090864427387714,
-0.010151776485145092,
0.0577688105404377,
0.017063366249203682,
0.035178042948246,
0.07837160676717758,
0.07894553244113922,
-0.01505358051508665,
0.09002763032913208,
-0.006172953639179468,
-0.032868433743715286,
-0.04524591192603111,
0.022055285051465034,
0.14807094633579254,
-0.037873491644859314,
0.014225516468286514,
-0.03673524409532547,
0.0672333762049675,
-0.07881949841976166,
-0.008135675452649593,
0.0023227117490023375,
-0.02299458719789982,
-0.05421227961778641,
-0.07386378943920135,
-0.0686621442437172,
1.4356419954123102e-33,
-0.0035273092798888683,
0.008019263856112957,
0.007100416347384453,
-0.01909545436501503,
0.004622769542038441,
-0.00854659453034401,
0.010208548977971077,
-0.05132436007261276,
-0.06099139526486397,
-0.034911319613456726,
-0.1226864755153656,
0.020105473697185516,
-0.0687359943985939,
0.10819098353385925,
-0.0029361690394580364,
0.01769516058266163,
-0.011560032144188881,
0.04856330528855324,
0.0009316495270468295,
0.01857057400047779,
0.11095401644706726,
-0.004537788685411215,
-0.020698320120573044,
-0.11151561886072159,
-0.04415818303823471,
0.0797264352440834,
-0.023369112983345985,
0.0015855118399485946,
-0.011198202148079872,
0.06079040467739105,
-0.07406879216432571,
0.039538778364658356,
0.021169761195778847,
0.006509892176836729,
0.024366511031985283,
0.02261299639940262,
-0.05685398727655411,
0.031247522681951523,
0.03781786188483238,
-0.009279204532504082,
0.0323914997279644,
0.06728075444698334,
0.0015348675660789013,
-0.06532295793294907,
-0.09911924600601196,
-0.02060162089765072,
0.08041883260011673,
-0.04926222190260887,
-0.0026369632687419653,
0.025172410532832146,
-0.03230050951242447,
-0.004268884193152189,
0.024056391790509224,
-0.07024317234754562,
-0.05047037824988365,
-0.016722116619348526,
0.06607429683208466,
0.1127370074391365,
-0.01840115897357464,
-0.04466735199093819,
0.02423620969057083,
0.06623054295778275,
-0.030514918267726898,
0.049398865550756454,
0.011914661154150963,
-0.009814065881073475,
-0.015715274959802628,
-0.02348688431084156,
0.0071534025482833385,
0.02168148383498192,
-0.08476700633764267,
-0.04156501591205597,
-0.05222868174314499,
-0.07903245836496353,
0.10710323601961136,
-0.08567840605974197,
-0.00415797857567668,
-0.04813363775610924,
-0.05620948597788811,
-0.006018500309437513,
-0.021240603178739548,
0.023248255252838135,
-0.020565008744597435,
-0.056656934320926666,
-0.08825992792844772,
-0.02284420095384121,
0.011294690892100334,
-0.030268291011452675,
0.006654915399849415,
-0.02097066305577755,
-0.02930431254208088,
0.002106535481289029,
-0.07233628630638123,
-0.010577447712421417,
-0.043395984917879105,
-4.059663412770851e-33,
-0.007682761177420616,
0.09767560660839081,
-0.048054829239845276,
0.04464671015739441,
-0.04275721311569214,
-0.007562221493571997,
0.017437249422073364,
0.10012192279100418,
-0.1069098636507988,
-0.023688457906246185,
0.10575071722269058,
-0.027106130495667458,
-0.11431839317083359,
-0.02269229292869568,
0.007370765320956707,
0.0322704054415226,
-0.05283459648489952,
-0.033809367567300797,
-0.018116017803549767,
0.008237209171056747,
0.05904126167297363,
0.10186047106981277,
-0.12115412205457687,
0.11610458791255951,
-0.01613815873861313,
0.011013302952051163,
0.08843635767698288,
0.09421790391206741,
0.022007493302226067,
-0.048108410090208054,
-0.0316258929669857,
-0.05101780965924263,
0.013271454721689224,
0.0450642965734005,
0.005152676720172167,
0.06790890544652939,
0.10195231437683105,
-0.02276715822517872,
-0.017602579668164253,
0.03188113495707512,
0.06705763190984726,
0.0716034471988678,
-0.04079344496130943,
0.06709928810596466,
-0.025085637345910072,
0.014406849630177021,
0.020789435133337975,
-0.025619644671678543,
0.007930140942335129,
-0.03617502748966217,
0.028479943051934242,
-0.03724101558327675,
-0.11712051928043365,
0.03573739156126976,
-0.0679800808429718,
-0.004041003994643688,
-0.007186475209891796,
0.007477665785700083,
-0.01570681482553482,
0.01397562026977539,
-0.07127005606889725,
-0.018557049334049225,
-0.04353269189596176,
-0.00841998215764761,
-0.024511415511369705,
0.003223375417292118,
-0.091996930539608,
0.03958413749933243,
-0.0013714941451326013,
0.0632486641407013,
-0.008223693817853928,
0.041533008217811584,
0.02256041392683983,
-0.0377633310854435,
-0.007009098306298256,
0.028798948973417282,
0.017716260626912117,
0.00833171233534813,
-0.005175794009119272,
-0.04792938753962517,
-0.004358274862170219,
-0.06275259703397751,
0.06336641311645508,
0.06879785656929016,
0.0745786726474762,
0.06827541440725327,
0.07802149653434753,
0.033820491284132004,
-0.059797655791044235,
-0.02501974068582058,
0.03222595900297165,
-0.0379159040749073,
-0.035981547087430954,
0.1019449457526207,
-0.01645449362695217,
-6.069188174251394e-8,
-0.0170799158513546,
0.0794653370976448,
-0.040567487478256226,
0.055902495980262756,
-0.03893781825900078,
-0.04406765103340149,
-0.008999580517411232,
0.01208808459341526,
-0.01746341586112976,
0.007906298153102398,
0.03212236613035202,
0.014629368670284748,
-0.11077880859375,
0.013589153997600079,
0.04625832661986351,
-0.025483442470431328,
-0.020621083676815033,
0.11692336201667786,
-0.026985134929418564,
0.02012476697564125,
0.02749553881585598,
-0.042026180773973465,
0.03219692036509514,
-0.07578396052122116,
0.05769222602248192,
-0.08695884048938751,
-0.0017911148024722934,
0.06010157987475395,
-0.050945598632097244,
-0.013729515485465527,
-0.0005471040494740009,
0.015915343537926674,
-0.05153288692235947,
-0.028504831716418266,
-0.005526741035282612,
0.08964304625988007,
-0.0701567530632019,
-0.07531772553920746,
0.05973532795906067,
0.10134784132242203,
-0.02553653158247471,
0.04033570736646652,
-0.03790464624762535,
-0.04119358956813812,
0.04581861570477486,
0.015825044363737106,
0.042168889194726944,
-0.11227680742740631,
0.05883411690592766,
0.02497064135968685,
0.009106367826461792,
-0.020887035876512527,
-0.03295988589525223,
-0.01149066537618637,
-0.008917310275137424,
-0.006626166868954897,
-0.02270985208451748,
-0.03575864061713219,
-0.02017468400299549,
-0.01627379097044468,
0.04670039564371109,
-0.04519157484173775,
-0.004569339100271463,
0.016154304146766663
] |
huggingtweets/xvbones | bd45302e4e3132418393f36e2c3834f86656b74a | 2022-05-31T08:53:32.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/xvbones | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/xvbones/1653987207699/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1136186352268132354/PEn3hUdJ_400x400.png')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI BOT π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">tommy π¬π§</div>
<div style="text-align: center; font-size: 14px;">@xvbones</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from tommy π¬π§.
| Data | tommy π¬π§ |
| --- | --- |
| Tweets downloaded | 3161 |
| Retweets | 205 |
| Short tweets | 603 |
| Tweets kept | 2353 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/2gnhi9y4/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @xvbones's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/1hbqc87v) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/1hbqc87v/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/xvbones')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.01797054335474968,
0.11760254204273224,
-0.011970913968980312,
0.047119997441768646,
0.18004465103149414,
-0.014251059852540493,
-0.03297179564833641,
0.030067650601267815,
0.07477420568466187,
-0.0548480786383152,
0.0007710291538387537,
0.06917930394411087,
0.013501032255589962,
-0.0296188835054636,
-0.0023069714661687613,
0.03848583251237869,
-0.0899067223072052,
-0.04709277302026749,
-0.056413862854242325,
0.008571893908083439,
-0.08411411941051483,
-0.09058880060911179,
0.08237802237272263,
-0.04343154653906822,
-0.04120032116770744,
0.07030028104782104,
-0.004231667146086693,
0.05729074403643608,
-0.01455618254840374,
-0.01770857349038124,
-0.04288751259446144,
0.03446044400334358,
0.04747342690825462,
0.03173818066716194,
-0.035941898822784424,
0.03308866173028946,
-0.026385582983493805,
0.024505028501152992,
-0.046748384833335876,
0.018261272460222244,
-0.013268910348415375,
-0.10616567730903625,
0.04365900531411171,
0.041371580213308334,
-0.03420306369662285,
-0.031090261414647102,
-0.018151061609387398,
-0.003140806220471859,
-0.05849633365869522,
0.03811076655983925,
-0.05170546844601631,
-0.061591580510139465,
0.004995913244783878,
-0.0027678736951202154,
0.015080412849783897,
0.06067905202507973,
0.025333454832434654,
-0.046242088079452515,
0.07721937447786331,
-0.02730531431734562,
0.10836200416088104,
0.08836255222558975,
0.08720684796571732,
0.001936127315275371,
0.014538147486746311,
-0.018612578511238098,
-0.06488700956106186,
0.04304947331547737,
-0.0328773558139801,
-0.010049507021903992,
0.03599218651652336,
-0.004189586732536554,
-0.026349328458309174,
-0.04539131373167038,
0.06662655621767044,
-0.043646931648254395,
-0.016466885805130005,
0.02943790704011917,
-0.022010505199432373,
0.05850344896316528,
0.04038405045866966,
-0.06003500893712044,
0.00829608179628849,
-0.028871595859527588,
0.0579344667494297,
0.02545454539358616,
0.005416583735495806,
-0.10371927171945572,
-0.020924856886267662,
0.025822564959526062,
-0.019024651497602463,
-0.02243460714817047,
-0.0031412409152835608,
0.04067166522145271,
-0.042425334453582764,
0.03473412245512009,
-0.05233689025044441,
-0.14685268700122833,
-0.12440281361341476,
0.06209477037191391,
0.0032483134418725967,
-0.052333854138851166,
0.06852422654628754,
0.02101575955748558,
0.010761591605842113,
-0.03526373952627182,
-0.03330004960298538,
0.012915970757603645,
-0.0074442243203520775,
-0.014131954871118069,
0.04789561405777931,
-0.040171995759010315,
-0.10636167228221893,
0.0157716553658247,
-0.02709404192864895,
-0.09680015593767166,
-0.013040679506957531,
0.03967958316206932,
0.09165666252374649,
-0.02288006991147995,
0.05415864661335945,
0.15238909423351288,
-0.03889387473464012,
-0.09532656520605087,
0.005405692383646965,
0.035137079656124115,
-0.053173817694187164,
1.0858353559232407e-32,
0.06816601008176804,
0.0021255433093756437,
-0.0603129006922245,
0.042811471968889236,
0.11776488274335861,
-0.008343232795596123,
-0.014359384775161743,
-0.03719945251941681,
-0.09652775526046753,
-0.01453404314815998,
0.06679337471723557,
0.02452855370938778,
0.008209382183849812,
0.008631198666989803,
0.00013745014439336956,
-0.0938209816813469,
-0.013990732841193676,
-0.010347307659685612,
-0.015789687633514404,
0.02236221358180046,
-0.10602790117263794,
0.05127889662981033,
-0.04273102059960365,
-0.06748583167791367,
-0.060342445969581604,
0.016515500843524933,
0.07929074019193649,
-0.053850941359996796,
-0.0015486922347918153,
0.005335727706551552,
-0.04916248098015785,
-0.010759362950921059,
0.06758610159158707,
-0.05091433599591255,
0.045286621898412704,
0.005115195643156767,
-0.0023142220452427864,
-0.0817011296749115,
-0.005188317503780127,
0.04244738817214966,
-0.029122263193130493,
-0.05409267917275429,
0.051662229001522064,
-0.040843430906534195,
-0.05517725646495819,
0.08715905994176865,
0.13147523999214172,
0.018700167536735535,
-0.0291751716285944,
-0.04775906726717949,
-0.03171401470899582,
-0.007946187630295753,
-0.047009196132421494,
-0.1046343669295311,
-0.008276005275547504,
-0.08180741965770721,
0.006777423433959484,
0.02111828327178955,
0.04306650161743164,
-0.041413210332393646,
0.004192186053842306,
-0.06316554546356201,
0.033813249319791794,
-0.07956495136022568,
0.039363209158182144,
0.03987247124314308,
-0.08842530846595764,
-0.03770127147436142,
0.04601507633924484,
-0.04498020187020302,
-0.037820782512426376,
0.0027031265199184418,
0.10338113456964493,
-0.04037460684776306,
-0.03993428871035576,
0.03388083353638649,
-0.016140006482601166,
-0.05380385369062424,
-0.03006001003086567,
0.027963118627667427,
-0.05667828023433685,
0.0019615397322922945,
0.02531169168651104,
-0.005214445758610964,
-0.01919589936733246,
-0.011419597081840038,
-0.003951613325625658,
-0.05135940760374069,
0.02461155876517296,
-0.007541917264461517,
-0.10154624283313751,
-0.009510736912488937,
0.03285936266183853,
-0.0882173627614975,
-0.07194150984287262,
-1.1431601746510127e-32,
0.04639999568462372,
0.005608587991446257,
-0.012452431954443455,
0.05615771561861038,
0.08523187041282654,
0.053473763167858124,
0.05524180456995964,
0.05624840408563614,
0.010255157016217709,
-0.0032414274755865335,
0.04393240809440613,
-0.024285506457090378,
-0.0880209356546402,
-0.044040337204933167,
0.017097819596529007,
0.021542156115174294,
0.06611112505197525,
-0.03188418969511986,
-0.028212551027536392,
0.03572617098689079,
0.010928353294730186,
0.021319834515452385,
-0.01604297012090683,
0.08825857937335968,
-0.0690939873456955,
-0.007127287797629833,
0.08456078916788101,
-0.013076907955110073,
-0.01466942299157381,
0.009771401062607765,
-0.05353561416268349,
-0.08529981225728989,
-0.013171576894819736,
0.06655760854482651,
0.04471420869231224,
0.0014865580014884472,
-0.05977379158139229,
-0.049976807087659836,
-0.02880583517253399,
-0.04526354745030403,
0.020894791930913925,
-0.09531401097774506,
-0.06545757502317429,
-0.0095535172149539,
0.02592337131500244,
-0.03832712769508362,
0.03175093233585358,
-0.014082439243793488,
-0.0013248088071122766,
0.05436073988676071,
0.04486555606126785,
0.046384576708078384,
-0.025658898055553436,
-0.016013791784644127,
-0.020817972719669342,
-0.08871430903673172,
-0.05014285445213318,
0.031522370874881744,
0.01826014555990696,
0.027883142232894897,
0.02765091136097908,
0.027960242703557014,
-0.01562638208270073,
0.018764622509479523,
0.06493967026472092,
0.03785770386457443,
-0.07338650524616241,
0.04449765384197235,
-0.05829107388854027,
-0.0038497557397931814,
0.034358683973550797,
0.07069747149944305,
0.0396951399743557,
-0.016261029988527298,
0.04592953994870186,
-0.019734598696231842,
0.0927252396941185,
0.007188164163380861,
0.0699712485074997,
0.005464819259941578,
-0.0779476910829544,
-0.0512753501534462,
-0.045432206243276596,
-0.006398823577910662,
-0.04717129468917847,
-0.010200499556958675,
-0.023300759494304657,
0.1001526340842247,
-0.021622883155941963,
-0.04108015447854996,
-0.03117959015071392,
0.0765930637717247,
0.056989338248968124,
0.04565912112593651,
0.07403186708688736,
-6.687064768584605e-8,
-0.05126611888408661,
-0.08463683724403381,
-0.02163388766348362,
0.010784444399178028,
-0.03878340497612953,
0.032311078161001205,
0.03243963047862053,
-0.15145526826381683,
-0.012034149840474129,
-0.05032011494040489,
0.04101232811808586,
0.015476573258638382,
-0.08327863365411758,
0.025080261752009392,
-0.03765792027115822,
0.025565071031451225,
-0.10688132047653198,
0.08197726309299469,
-0.0008979809354059398,
-0.06295667588710785,
-0.01218571700155735,
0.035310711711645126,
0.017515845596790314,
-0.021215790882706642,
-0.007030528504401445,
0.06711568683385849,
-0.12025167047977448,
-0.003812402719631791,
0.01131410151720047,
-0.01084041129797697,
0.03866288810968399,
-0.06689602881669998,
0.028234358876943588,
-0.05525760352611542,
-0.008961041457951069,
-0.06317161023616791,
-0.03551493585109711,
-0.03972373902797699,
0.02460402064025402,
0.0230545774102211,
0.04775771498680115,
0.02075597457587719,
0.0670447126030922,
0.03751649707555771,
-0.03259652480483055,
0.00919487327337265,
0.04475320130586624,
-0.003140402492135763,
0.029739728197455406,
0.03715493157505989,
-0.025822840631008148,
-0.07727928459644318,
0.0038704737089574337,
0.03266070783138275,
0.07310435175895691,
-0.005081688053905964,
-0.0026793533470481634,
0.05824030935764313,
-0.025507938116788864,
0.07308398932218552,
0.03963098302483559,
0.05493996664881706,
-0.0015869197668507695,
0.05936038866639137
] |
kamalkraj/bert-base-uncased-squad-v1.0-finetuned | 4b54f4fac95f2ec34039e928b046f4c967701944 | 2022-05-31T10:25:59.000Z | [
"pytorch",
"tensorboard",
"bert",
"question-answering",
"dataset:squad",
"transformers",
"generated_from_trainer",
"license:apache-2.0",
"model-index",
"autotrain_compatible"
] | question-answering | false | kamalkraj | null | kamalkraj/bert-base-uncased-squad-v1.0-finetuned | 0 | null | transformers | ---
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- squad
model-index:
- name: bert-base-uncased-squad-v1.0-finetuned
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# bert-base-uncased-squad-v1.0-finetuned
This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the squad dataset.
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.00012
- train_batch_size: 48
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2.0
- mixed_precision_training: Native AMP
### Training results
### Framework versions
- Transformers 4.20.0.dev0
- Pytorch 1.10.0+cu113
- Datasets 1.17.0
- Tokenizers 0.12.1
| [
-0.09766149520874023,
-0.04193501174449921,
0.023358063772320747,
0.04677141085267067,
0.03349979966878891,
0.050767965614795685,
0.0008151060901582241,
-0.003049574326723814,
-0.08114339411258698,
-0.048897575587034225,
0.0700443759560585,
-0.04856667295098305,
-0.008822184056043625,
-0.0004969582660123706,
-0.027237877249717712,
0.06001503765583038,
0.09154824912548065,
-0.09409300237894058,
-0.08293738216161728,
0.04055960848927498,
0.026484178379178047,
0.052189454436302185,
0.030533727258443832,
-0.018864087760448456,
-0.016779743134975433,
-0.00846128910779953,
-0.07183389365673065,
0.006013287231326103,
0.03179147094488144,
-0.0128483222797513,
0.05235099792480469,
-0.015032188966870308,
0.03701748326420784,
0.07568497955799103,
0.05404294654726982,
0.047392185777425766,
0.01821787655353546,
-0.028279952704906464,
0.03982919082045555,
0.050579316914081573,
0.009682337753474712,
-0.0569617860019207,
-0.08153939247131348,
0.037420690059661865,
0.06127428635954857,
0.018866833299398422,
-0.04617014154791832,
-0.05518215149641037,
-0.019020147621631622,
-0.040274083614349365,
-0.09000931680202484,
-0.0885506346821785,
0.09925694763660431,
-0.007457398343831301,
-0.02404315210878849,
0.05372730270028114,
0.0010383115150034428,
-0.027021734043955803,
-0.05506044253706932,
-0.06242296099662781,
-0.07812358438968658,
-0.01978175900876522,
-0.030626222491264343,
-0.05329308286309242,
-0.11412011086940765,
0.0002367782435612753,
-0.007575602736324072,
0.020852690562605858,
0.10355056822299957,
0.01996803469955921,
0.06366902589797974,
0.06171303242444992,
0.010753738693892956,
0.02063981629908085,
-0.007807762827724218,
0.019166124984622,
0.0537358857691288,
0.006799108348786831,
0.11036307364702225,
-0.13119985163211823,
-0.03844638541340828,
-0.07964817434549332,
0.060490116477012634,
0.01375805214047432,
0.06954003870487213,
0.025989558547735214,
0.05865846574306488,
-0.02140113152563572,
0.0006554745486937463,
0.011898667551577091,
-0.028551921248435974,
-0.05593661218881607,
0.0323241651058197,
0.03293786197900772,
0.006978177931159735,
0.024944636970758438,
0.048414770513772964,
0.007098122499883175,
-0.04976335167884827,
0.09910907596349716,
-0.023049036040902138,
0.02498425543308258,
0.04316049814224243,
0.0029432312585413456,
0.003131131175905466,
0.06928352266550064,
0.0001289393549086526,
0.04760561138391495,
0.05893538519740105,
-0.07781605422496796,
0.00571261253207922,
0.004046713002026081,
-0.028466852381825447,
-0.017048709094524384,
-0.020321855321526527,
0.027565013617277145,
-0.002398845972493291,
0.03925008326768875,
-0.05990467220544815,
0.10944127291440964,
0.03744270280003548,
-0.0471155010163784,
-0.0036478699184954166,
0.038501910865306854,
-0.06871510297060013,
-0.023284386843442917,
-0.045919228345155716,
9.552523517197814e-34,
0.03115394338965416,
0.0005138960550539196,
-0.041216496378183365,
-0.05718987435102463,
0.030201425775885582,
0.014550166204571724,
0.04351416602730751,
0.035712309181690216,
-0.050421092659235,
-0.0044836122542619705,
-0.07386475801467896,
-0.03147593513131142,
-0.05676797777414322,
0.06604384630918503,
-0.014651685021817684,
-0.016746746376156807,
-0.02097514271736145,
0.07323013246059418,
0.08367551863193512,
-0.00158218783326447,
0.07939085364341736,
0.06874123960733414,
-0.06774678081274033,
-0.12629416584968567,
-0.0805962085723877,
0.05791430175304413,
0.016638001427054405,
-0.014800396747887135,
0.0014099028194323182,
0.06832465529441833,
-0.057593949139118195,
0.047398705035448074,
-0.03459872305393219,
0.04530271142721176,
-0.028853140771389008,
0.03671276196837425,
0.00017746481171343476,
-0.010345960035920143,
0.02512526884675026,
-0.019817791879177094,
0.01235525868833065,
0.021058447659015656,
0.04428068920969963,
-0.08621689677238464,
-0.03695400431752205,
-0.04824918881058693,
0.0289740189909935,
0.014054745435714722,
0.05233369022607803,
-0.0022052961867302656,
-0.03304893895983696,
-0.0012241723015904427,
0.040612731128931046,
-0.05248646438121796,
-0.04998801276087761,
-0.00733146583661437,
0.05538167059421539,
0.11377668380737305,
-0.007110991980880499,
-0.02840059995651245,
0.014436561614274979,
0.024585576727986336,
0.00567541504278779,
0.03557891026139259,
-0.03546440601348877,
-0.07833341509103775,
-0.06388021260499954,
-0.0433475598692894,
0.004916891921311617,
0.0041597336530685425,
-0.06123132258653641,
0.02074480801820755,
0.008891257457435131,
0.009082913398742676,
0.02233877219259739,
-0.13006529211997986,
0.04625232145190239,
-0.007825138047337532,
-0.062166377902030945,
-0.022664733231067657,
0.03506828099489212,
0.07657191157341003,
-0.07031939923763275,
-0.058998748660087585,
-0.03910857066512108,
-0.04109371453523636,
0.021931545808911324,
-0.04266296699643135,
-0.005504349246621132,
0.026867099106311798,
0.0144726587459445,
-0.058947332203388214,
-0.07434214651584625,
-0.010492295026779175,
-0.03617176041007042,
-2.000450592428607e-33,
0.04727064445614815,
0.059890177100896835,
-0.06080911308526993,
0.0416974201798439,
-0.00957662146538496,
-0.010640464723110199,
0.05992797017097473,
0.1772061288356781,
-0.04786946251988411,
-0.034771379083395004,
0.04289630427956581,
-0.005987758748233318,
-0.08873257040977478,
-0.09357604384422302,
0.02660560794174671,
0.02919658087193966,
-0.09386778622865677,
0.005859385710209608,
0.02071000076830387,
-0.03512456268072128,
0.022793766111135483,
-0.007761782500892878,
-0.05203137546777725,
0.10132668167352676,
-0.009651906788349152,
0.001839076285250485,
-0.031525902450084686,
0.10055245459079742,
0.08471741527318954,
0.030017679557204247,
0.01600964553654194,
-0.029403261840343475,
-0.042279768735170364,
0.03872920945286751,
-0.03539041429758072,
0.03335396945476532,
0.0192191731184721,
-0.009533998556435108,
-0.003543812083080411,
0.06692174077033997,
0.03952782228589058,
0.028999660164117813,
-0.06316262483596802,
0.09252208471298218,
0.014460972510278225,
0.029719220474362373,
0.006072354502975941,
-0.06284075230360031,
0.0007611032342538238,
-0.05554056167602539,
-0.0056278640404343605,
-0.0489148274064064,
-0.09239128232002258,
-0.026398658752441406,
-0.0650457888841629,
-0.06307095289230347,
0.024994056671857834,
0.008662763051688671,
-0.06940020620822906,
0.016144711524248123,
0.009356889873743057,
0.03280266001820564,
-0.06156465411186218,
0.01117296889424324,
-0.021597178652882576,
-0.052066147327423096,
-0.08474824577569962,
0.08903097361326218,
-0.019729075953364372,
-0.007407982833683491,
-0.0659157857298851,
-0.0020827199332416058,
0.0813598707318306,
0.028106773272156715,
-0.010152924805879593,
-0.006159575656056404,
-0.04918670654296875,
-0.05775785073637962,
0.0011621852172538638,
-0.054349180310964584,
-0.045361001044511795,
-0.027552081272006035,
0.040476977825164795,
0.06967756897211075,
0.03613143414258957,
0.09925246238708496,
0.09935174137353897,
0.11240511387586594,
-0.038407985121011734,
-0.0339893214404583,
0.04716770723462105,
-0.02446727827191353,
0.020929977297782898,
0.163629949092865,
0.03155502676963806,
-5.6147836602349344e-8,
0.019545193761587143,
0.040338169783353806,
0.000005516906639968511,
0.05092594772577286,
-0.015769539400935173,
-0.03602120652794838,
-0.02670646458864212,
0.013428128324449062,
-0.021104944869875908,
-0.007548835128545761,
0.016288377344608307,
0.051438216120004654,
-0.13084930181503296,
0.021524731069803238,
-0.019019657745957375,
0.03410859778523445,
-0.07598599791526794,
0.0954023003578186,
-0.02596898563206196,
-0.029255336150527,
-0.03758016973733902,
-0.004018836654722691,
-0.000718380615580827,
-0.05707867443561554,
0.05770796537399292,
-0.062266889959573746,
-0.051199618726968765,
0.08698990941047668,
-0.0717184767127037,
0.04420658200979233,
-0.02214948646724224,
0.039194583892822266,
-0.052255820482969284,
-0.01650080643594265,
0.054946303367614746,
0.1029929667711258,
-0.06305112689733505,
-0.05903734266757965,
0.014468724839389324,
0.020457711070775986,
0.04013361036777496,
0.06638684868812561,
-0.05252073332667351,
-0.003805746091529727,
0.11915593594312668,
-0.022410448640584946,
0.027205996215343475,
-0.07462108135223389,
0.02583811618387699,
-0.0003802857827395201,
0.07179837673902512,
-0.016109906136989594,
-0.08587397634983063,
0.03207356855273247,
-0.0519627146422863,
0.036357928067445755,
-0.09107261151075363,
-0.033953383564949036,
0.022439314052462578,
0.013797400519251823,
-0.008991347625851631,
-0.0037983604706823826,
0.027983766049146652,
0.019095685333013535
] |
theojolliffe/bart-cnn-science-v3-e5 | 88af7d4c16ba03f3f2008f83fefe2087414434a9 | 2022-05-31T10:55:17.000Z | [
"pytorch",
"tensorboard",
"bart",
"text2text-generation",
"transformers",
"generated_from_trainer",
"license:mit",
"model-index",
"autotrain_compatible"
] | text2text-generation | false | theojolliffe | null | theojolliffe/bart-cnn-science-v3-e5 | 0 | null | transformers | ---
license: mit
tags:
- generated_from_trainer
metrics:
- rouge
model-index:
- name: bart-cnn-science-v3-e5
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# bart-cnn-science-v3-e5
This model is a fine-tuned version of [theojolliffe/bart-cnn-science](https://huggingface.co/theojolliffe/bart-cnn-science) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.8090
- Rouge1: 54.0053
- Rouge2: 35.5018
- Rougel: 37.3204
- Rougelsum: 51.5456
- Gen Len: 142.0
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
- mixed_precision_training: Native AMP
### Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:---------:|:--------:|
| No log | 1.0 | 398 | 0.9935 | 51.9669 | 31.8139 | 34.4748 | 49.5311 | 141.7407 |
| 1.1747 | 2.0 | 796 | 0.8565 | 51.7344 | 31.7341 | 34.3917 | 49.2488 | 141.7222 |
| 0.7125 | 3.0 | 1194 | 0.8252 | 52.829 | 33.2332 | 35.8865 | 50.1883 | 141.5556 |
| 0.4991 | 4.0 | 1592 | 0.8222 | 53.582 | 33.4906 | 35.7232 | 50.589 | 142.0 |
| 0.4991 | 5.0 | 1990 | 0.8090 | 54.0053 | 35.5018 | 37.3204 | 51.5456 | 142.0 |
### Framework versions
- Transformers 4.19.2
- Pytorch 1.11.0+cu113
- Datasets 2.2.2
- Tokenizers 0.12.1
| [
-0.09083963185548782,
-0.04661412537097931,
0.014643619768321514,
0.045716702938079834,
0.044371746480464935,
0.007639806251972914,
-0.03834329545497894,
-0.03553011640906334,
-0.02515052631497383,
-0.11918042600154877,
0.038054998964071274,
-0.08393454551696777,
0.03632689639925957,
-0.07731714844703674,
-0.13242389261722565,
-0.024692274630069733,
0.08960019052028656,
-0.03140043094754219,
-0.11749301105737686,
0.040364839136600494,
0.05868344381451607,
0.038403138518333435,
0.04376710206270218,
0.05047326162457466,
0.031222160905599594,
0.001740052248351276,
-0.03827488049864769,
-0.016280420124530792,
0.0006719097145833075,
-0.023147791624069214,
0.031298112124204636,
0.013357911258935928,
-0.015097251161932945,
0.06398600339889526,
0.013198496773838997,
0.031074875965714455,
-0.015887126326560974,
-0.011714479885995388,
0.028326496481895447,
0.06575695425271988,
0.004731141962110996,
-0.08604976534843445,
-0.009880448691546917,
0.06913617998361588,
0.037167202681303024,
0.04173114895820618,
-0.0451476126909256,
-0.10758256912231445,
0.016026046127080917,
0.018475979566574097,
-0.061521004885435104,
-0.04385462775826454,
0.016939306631684303,
-0.0008145699393935502,
-0.03002108633518219,
-0.004906937945634127,
-0.01707727462053299,
-0.0793905258178711,
-0.0183538980782032,
-0.014907272532582283,
0.00513154873624444,
-0.014540870673954487,
-0.050295889377593994,
0.0016873314743861556,
-0.05806029587984085,
-0.03259221836924553,
-0.03366827592253685,
-0.027004564180970192,
0.03521742671728134,
-0.04516513645648956,
0.04672110825777054,
0.09014088660478592,
0.02785874530673027,
0.021448776125907898,
0.06185091659426689,
0.020986121147871017,
0.09031537920236588,
0.026807032525539398,
0.14740659296512604,
-0.10108558088541031,
0.0072663952596485615,
-0.019603068009018898,
0.0056576794013381,
0.013424303382635117,
0.058013055473566055,
-0.01655997522175312,
0.024957172572612762,
0.007051566615700722,
0.08212578296661377,
0.00023243318719323725,
-0.07124142348766327,
-0.02020677737891674,
-0.07632485777139664,
0.0028483960777521133,
0.03726924583315849,
0.06967880576848984,
0.008268465287983418,
-0.04368240386247635,
-0.0231508556753397,
0.10110855847597122,
-0.017349977046251297,
0.06098862364888191,
0.026941681280732155,
-0.012951268814504147,
0.05229244381189346,
0.017730409279465675,
0.02743259258568287,
0.08373729884624481,
0.09122537076473236,
-0.011569375172257423,
0.08397535234689713,
-0.0008928283350542188,
-0.028184376657009125,
-0.0463079996407032,
0.029610874131321907,
0.14908036589622498,
-0.03866881504654884,
0.009830906055867672,
-0.0306438896805048,
0.05514967441558838,
-0.0747496634721756,
-0.011738928966224194,
-0.008912796154618263,
-0.019290480762720108,
-0.06378968805074692,
-0.07138336449861526,
-0.06575985252857208,
2.0313835425995033e-33,
-0.01309713814407587,
0.00422205775976181,
-0.010597181506454945,
-0.01791081391274929,
-0.0007456181920133531,
-0.005137818865478039,
0.01240411028265953,
-0.05184568092226982,
-0.05248263105750084,
-0.034402698278427124,
-0.12087912112474442,
0.02498832903802395,
-0.06733023375272751,
0.0968398004770279,
0.002005215035751462,
0.02394198067486286,
-0.026234682649374008,
0.05725405737757683,
-0.0019152434542775154,
0.01427855808287859,
0.1162862703204155,
-0.0111361900344491,
-0.02654566802084446,
-0.11758939176797867,
-0.041581008583307266,
0.07954391837120056,
-0.024868428707122803,
-0.001070330268703401,
-0.013953367248177528,
0.05631097033619881,
-0.06489372998476028,
0.037264641374349594,
0.03124757669866085,
0.003969225566834211,
0.028312431648373604,
0.03147327899932861,
-0.04761147499084473,
0.04048740491271019,
0.033848416060209274,
-0.015258818864822388,
0.03946106880903244,
0.07347308844327927,
0.0034263154957443476,
-0.0525430329144001,
-0.09706663340330124,
-0.012708755210042,
0.07861914485692978,
-0.04773223027586937,
-0.005668390542268753,
0.02222255989909172,
-0.02835342288017273,
-0.006307980045676231,
0.029320526868104935,
-0.06726410984992981,
-0.04137924313545227,
-0.016307003796100616,
0.07091713696718216,
0.12310091406106949,
-0.024434110149741173,
-0.036870624870061874,
0.022398855537176132,
0.06472738832235336,
-0.011203432455658913,
0.046833958476781845,
-0.0017904909327626228,
0.010122244246304035,
-0.014934052713215351,
-0.006858418695628643,
0.02224557474255562,
0.022979911416769028,
-0.09105566889047623,
-0.0226433165371418,
-0.05312737077474594,
-0.06936075538396835,
0.10073249787092209,
-0.08004496246576309,
-0.00045713974395766854,
-0.05889248102903366,
-0.05713417008519173,
-0.0006318371160887182,
-0.021075306460261345,
0.0105384960770607,
-0.021754426881670952,
-0.05077197775244713,
-0.08667506277561188,
-0.008243279531598091,
0.015980761498212814,
-0.032288577407598495,
-0.007986491546034813,
-0.023345347493886948,
-0.018816392868757248,
-0.001937112770974636,
-0.05280490219593048,
-0.006048827897757292,
-0.05182456225156784,
-4.2923488460962766e-33,
-0.013763077557086945,
0.07952091842889786,
-0.03280419111251831,
0.042523305863142014,
-0.04295394942164421,
-0.008794180117547512,
0.012681538239121437,
0.0888034850358963,
-0.10110864043235779,
-0.024164173752069473,
0.09893284738063812,
-0.02904553711414337,
-0.12041877210140228,
-0.01972871832549572,
0.008666947484016418,
0.030382638797163963,
-0.05367470532655716,
-0.008924325928092003,
-0.021244756877422333,
0.009144526906311512,
0.06587682664394379,
0.1018739566206932,
-0.12312818318605423,
0.12062573432922363,
-0.01949785090982914,
0.016570860520005226,
0.07993134111166,
0.08761702477931976,
0.02326549030840397,
-0.0590519979596138,
-0.025554416701197624,
-0.04409563168883324,
0.008981410413980484,
0.028082141652703285,
0.011503225192427635,
0.0728362426161766,
0.10192155838012695,
-0.029071861878037453,
-0.01775716058909893,
0.041035715490579605,
0.07284139096736908,
0.07230041921138763,
-0.05666166543960571,
0.05904175341129303,
-0.03483320400118828,
0.016795936971902847,
0.021903710439801216,
-0.038341015577316284,
0.007673412095755339,
-0.0335417278110981,
0.027501137927174568,
-0.05260679870843887,
-0.11105336993932724,
0.038138408213853836,
-0.06998293101787567,
0.006949407048523426,
-0.005612119100987911,
0.018121793866157532,
-0.009585082530975342,
0.016071965917944908,
-0.0631352886557579,
-0.001504607847891748,
-0.05318751931190491,
-0.013766470365226269,
-0.020920004695653915,
0.011270374990999699,
-0.07859575748443604,
0.044247906655073166,
0.0050287251360714436,
0.06680230796337128,
-0.017377639189362526,
0.05870454013347626,
0.032858286052942276,
-0.020232848823070526,
-0.0071657816879451275,
0.033317092806100845,
0.02864774502813816,
0.02188870683312416,
0.0035659142304211855,
-0.05089244246482849,
0.011764593422412872,
-0.06408089399337769,
0.0632549375295639,
0.0723237544298172,
0.07292099297046661,
0.07203158736228943,
0.08056288212537766,
0.035666465759277344,
-0.05744984373450279,
-0.028807304799556732,
0.03334687650203705,
-0.04070652648806572,
-0.03802165016531944,
0.10029645264148712,
-0.012602359987795353,
-6.050967726878298e-8,
-0.013553505763411522,
0.06928721070289612,
-0.04078071564435959,
0.058210570365190506,
-0.034089624881744385,
-0.027175607159733772,
-0.010071785189211369,
0.0017989742336794734,
-0.024320494383573532,
0.013751570135354996,
0.03645231947302818,
0.017884936183691025,
-0.1101083979010582,
0.01653848960995674,
0.037533849477767944,
-0.032325029373168945,
-0.014993910677731037,
0.1268133521080017,
-0.02122989110648632,
0.014986530877649784,
0.017816683277487755,
-0.03668535500764847,
0.0396360419690609,
-0.07453475892543793,
0.07202887535095215,
-0.09628573805093765,
-0.016114937141537666,
0.05809628218412399,
-0.04957260936498642,
-0.020292825996875763,
-0.008914774283766747,
0.014267192222177982,
-0.0553734190762043,
-0.014182395301759243,
0.009593014605343342,
0.10636387020349503,
-0.07865462452173233,
-0.06945567578077316,
0.04859612137079239,
0.10969647020101547,
-0.030076907947659492,
0.050292711704969406,
-0.042990777641534805,
-0.04128066450357437,
0.05277726426720619,
0.007606926374137402,
0.047421615570783615,
-0.1119537279009819,
0.062208645045757294,
0.022030159831047058,
0.013167008757591248,
-0.02394692227244377,
-0.0282690841704607,
-0.024228716269135475,
-0.016373949125409126,
-0.010982440784573555,
-0.032252922654151917,
-0.03229920193552971,
-0.025536084547638893,
-0.005914796609431505,
0.047307152301073074,
-0.04779462888836861,
-0.0019425363279879093,
0.005216991528868675
] |
kamalkraj/bert-base-uncased-squad-v2.0-finetuned | df254ec6b3d72b17ea96833774484663bf8100af | 2022-05-31T11:44:58.000Z | [
"pytorch",
"tensorboard",
"bert",
"question-answering",
"dataset:squad_v2",
"transformers",
"generated_from_trainer",
"license:apache-2.0",
"model-index",
"autotrain_compatible"
] | question-answering | false | kamalkraj | null | kamalkraj/bert-base-uncased-squad-v2.0-finetuned | 0 | null | transformers | ---
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- squad_v2
model-index:
- name: bert-base-uncased-squad-v2.0-finetuned
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# bert-base-uncased-squad-v2.0-finetuned
This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the squad_v2 dataset.
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.00012
- train_batch_size: 48
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2.0
- mixed_precision_training: Native AMP
### Training results
### Framework versions
- Transformers 4.20.0.dev0
- Pytorch 1.10.0+cu113
- Datasets 1.17.0
- Tokenizers 0.12.1
| [
-0.10357514023780823,
-0.05017044395208359,
0.025142228230834007,
0.04787665233016014,
0.048157013952732086,
0.04548599198460579,
-0.002684361068531871,
-0.003124506678432226,
-0.07381823658943176,
-0.049153704196214676,
0.07535374909639359,
-0.04734696447849274,
-0.017530636861920357,
-0.002718975069001317,
-0.020909234881401062,
0.0658344104886055,
0.08357051014900208,
-0.09418009966611862,
-0.07681762427091599,
0.044248100370168686,
0.03393390029668808,
0.05927138030529022,
0.02905595302581787,
-0.014376762323081493,
-0.014117651619017124,
0.006405353546142578,
-0.07981835305690765,
0.021315274760127068,
0.025365756824612617,
-0.007059613708406687,
0.047963548451662064,
-0.007436513900756836,
0.028196653351187706,
0.08348799496889114,
0.05134996399283409,
0.04192528501152992,
0.034431103616952896,
-0.026323428377509117,
0.02463209256529808,
0.05119843780994415,
-0.0036069774068892,
-0.06031674146652222,
-0.08167117089033127,
0.021768741309642792,
0.059882257133722305,
0.03006497398018837,
-0.03449166193604469,
-0.051204878836870193,
-0.014364001341164112,
-0.04620097950100899,
-0.09382333606481552,
-0.09767656028270721,
0.10368219763040543,
-0.01778806559741497,
-0.013917925767600536,
0.06236938759684563,
-0.0021230708807706833,
-0.026649560779333115,
-0.04992504417896271,
-0.05617670342326164,
-0.05575375631451607,
-0.013406999409198761,
-0.03506175056099892,
-0.03840451315045357,
-0.1207711398601532,
-0.002168765990063548,
-0.01572076976299286,
0.009138478897511959,
0.1003369390964508,
0.012999719940125942,
0.04287626966834068,
0.0783630758523941,
0.00529148243367672,
0.01897893287241459,
-0.0016987802227959037,
0.02148972824215889,
0.042747803032398224,
0.00011760905908886343,
0.11765457689762115,
-0.14243535697460175,
-0.04297167435288429,
-0.08613134175539017,
0.0596817210316658,
0.021579109132289886,
0.059294454753398895,
0.019950393587350845,
0.057538289576768875,
-0.02443823777139187,
-0.0011224171612411737,
0.01978379860520363,
-0.040080685168504715,
-0.05466889590024948,
0.0617595799267292,
0.046218350529670715,
0.0004072469600941986,
0.032601792365312576,
0.05812215432524681,
0.0030333134345710278,
-0.04686377942562103,
0.10761888325214386,
-0.02565767616033554,
0.02739872969686985,
0.04574865847826004,
-0.01095594558864832,
0.006785850506275892,
0.06846462935209274,
-0.002875891048461199,
0.042312610894441605,
0.05876827985048294,
-0.08639393001794815,
0.010927083902060986,
0.0201547984033823,
-0.03374157473444939,
-0.026061834767460823,
-0.019066063687205315,
0.02927091345191002,
0.006849673110991716,
0.04514990374445915,
-0.05590127035975456,
0.10745324194431305,
0.04023614525794983,
-0.052115362137556076,
-0.014562949538230896,
0.046290796250104904,
-0.06116211786866188,
-0.02910643257200718,
-0.044093407690525055,
2.1621449831719976e-33,
0.03922833129763603,
0.005332658998668194,
-0.03768162056803703,
-0.04077443853020668,
0.0298172514885664,
0.01043942291289568,
0.03498983010649681,
0.026600483804941177,
-0.04350150749087334,
-0.004378313664346933,
-0.06773155182600021,
-0.04077346250414848,
-0.0538821741938591,
0.0853370800614357,
0.001908301841467619,
-0.0179032813757658,
-0.01579943485558033,
0.06883314251899719,
0.08115176111459732,
0.006256946828216314,
0.0801619440317154,
0.06601333618164062,
-0.06379660964012146,
-0.13236092031002045,
-0.05836868658661842,
0.06800459325313568,
0.01651179790496826,
-0.02397911436855793,
-0.00023323962523136288,
0.07043197005987167,
-0.059560973197221756,
0.04410547763109207,
-0.038841452449560165,
0.050240419805049896,
-0.031189078465104103,
0.03094579093158245,
-0.0027055195532739162,
-0.019991861656308174,
0.007572956383228302,
-0.01338161714375019,
0.0202946700155735,
0.03364505246281624,
0.024957578629255295,
-0.07975718379020691,
-0.035511087626218796,
-0.06242280453443527,
0.03856971114873886,
0.015408479608595371,
0.04657769575715065,
-0.0074305227026343346,
-0.03484473004937172,
-0.0010931050637736917,
0.04983685538172722,
-0.04397571086883545,
-0.04503827542066574,
-0.0170519407838583,
0.05916152894496918,
0.10698379576206207,
-0.00862370990216732,
-0.025968167930841446,
0.015721388161182404,
0.029799681156873703,
0.0024734199978411198,
0.024620605632662773,
-0.03958741948008537,
-0.07093021273612976,
-0.057399898767471313,
-0.039267074316740036,
0.010169328190386295,
0.006534436717629433,
-0.05376722291111946,
0.02798694558441639,
0.020681820809841156,
0.0074709197506308556,
0.026227440685033798,
-0.12355493754148483,
0.03616492822766304,
-0.019852882251143456,
-0.05386069416999817,
-0.024476442486047745,
0.019029861316084862,
0.07093872129917145,
-0.06655316799879074,
-0.05888243019580841,
-0.04234260320663452,
-0.04423706978559494,
0.034427326172590256,
-0.06309602409601212,
-0.01350766234099865,
0.03952903300523758,
0.0009634875459596515,
-0.048606812953948975,
-0.07993856072425842,
-0.0126242246478796,
-0.030665652826428413,
-2.9859900152748055e-33,
0.032443568110466,
0.07070838660001755,
-0.06344088166952133,
0.04067833721637726,
-0.02110956981778145,
-0.013360269367694855,
0.05866168811917305,
0.17012417316436768,
-0.04153594747185707,
-0.035445813089609146,
0.050619225949048996,
-0.004888324532657862,
-0.07323960959911346,
-0.08544109761714935,
0.029528826475143433,
0.0235610194504261,
-0.08738459646701813,
-0.0036904350854456425,
0.015366136096417904,
-0.037616193294525146,
0.03459798917174339,
-0.0017043676925823092,
-0.035056788474321365,
0.08352717012166977,
-0.008628178387880325,
-0.002897900063544512,
-0.02266930229961872,
0.10446064919233322,
0.07593610882759094,
0.017179593443870544,
0.02184351533651352,
-0.02200901322066784,
-0.05103252828121185,
0.03217059001326561,
-0.023025890812277794,
0.034105438739061356,
0.010041623376309872,
-0.022135630249977112,
-0.010087038390338421,
0.06355796009302139,
0.048593949526548386,
0.03232322633266449,
-0.06427028775215149,
0.08024956285953522,
0.0031276890076696873,
0.022304683923721313,
0.023206457495689392,
-0.0604327991604805,
0.005743316374719143,
-0.061740417033433914,
-0.008283297531306744,
-0.0566835030913353,
-0.096290722489357,
-0.008442695252597332,
-0.06342398375272751,
-0.06828755885362625,
0.011859620921313763,
0.008358500897884369,
-0.06309173256158829,
0.0076338015496730804,
0.011541544459760189,
0.027343695983290672,
-0.06950941681861877,
0.018356233835220337,
-0.020420866087079048,
-0.05601825937628746,
-0.09329595416784286,
0.09569994360208511,
-0.0228167362511158,
0.0037063683848828077,
-0.06607639789581299,
0.0007355534471571445,
0.07373636960983276,
0.028843749314546585,
-0.014016603119671345,
-0.009904156439006329,
-0.055722761899232864,
-0.055221207439899445,
0.006168300285935402,
-0.057067230343818665,
-0.046254485845565796,
-0.0301715936511755,
0.047332923859357834,
0.05986499413847923,
0.03247445076704025,
0.08647120743989944,
0.08571908622980118,
0.12404071539640427,
-0.041213326156139374,
-0.033731963485479355,
0.0461491197347641,
-0.02452862448990345,
0.019339945167303085,
0.1693921834230423,
0.04085736721754074,
-5.452331208743999e-8,
0.01834540255367756,
0.04285527393221855,
0.0034028843510895967,
0.051580775529146194,
-0.01618349179625511,
-0.04329410195350647,
-0.03846057131886482,
0.03186926990747452,
-0.023550985381007195,
-0.0027453217189759016,
0.01641392894089222,
0.06089954450726509,
-0.11408170312643051,
0.01997440867125988,
-0.022440895438194275,
0.045223236083984375,
-0.0705551952123642,
0.08257751911878586,
-0.027561066672205925,
-0.04507981240749359,
-0.032331690192222595,
-0.008626666851341724,
-0.00992291234433651,
-0.055908143520355225,
0.05644892901182175,
-0.06720589101314545,
-0.06165488436818123,
0.07541991025209427,
-0.07863619178533554,
0.034204136580228806,
-0.02062520757317543,
0.0524439811706543,
-0.06001299247145653,
-0.02761581726372242,
0.05850548297166824,
0.09772366285324097,
-0.07264071702957153,
-0.05595044419169426,
0.018578076735138893,
0.007317480631172657,
0.04114360362291336,
0.05099456384778023,
-0.05269169434905052,
0.011611741967499256,
0.13713689148426056,
-0.01912851259112358,
0.036550186574459076,
-0.07374123483896255,
0.017756331712007523,
-0.02198266237974167,
0.07325240969657898,
-0.01065538264811039,
-0.07495879381895065,
0.03808864578604698,
-0.05933484435081482,
0.038288820534944534,
-0.09520070999860764,
-0.023755833506584167,
0.019364463165402412,
0.008647232316434383,
0.007119333371520042,
0.004617740400135517,
0.018234778195619583,
0.01900518499314785
] |
huggingtweets/binance-dydx-magiceden | 712fa0b65abbc6de05158e53d82db11e445024ea | 2022-05-31T11:34:01.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/binance-dydx-magiceden | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/binance-dydx-magiceden/1653996837144/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1529814669493682176/BqZU57Cf_400x400.jpg')">
</div>
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1490589455786573824/M5_HK15F_400x400.jpg')">
</div>
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1364590285255290882/hjnIm9bV_400x400.jpg')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI CYBORG π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Magic Eden πͺ & Binance & dYdX</div>
<div style="text-align: center; font-size: 14px;">@binance-dydx-magiceden</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Magic Eden πͺ & Binance & dYdX.
| Data | Magic Eden πͺ | Binance | dYdX |
| --- | --- | --- | --- |
| Tweets downloaded | 3249 | 3250 | 1679 |
| Retweets | 141 | 194 | 463 |
| Short tweets | 908 | 290 | 40 |
| Tweets kept | 2200 | 2766 | 1176 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/28typldl/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @binance-dydx-magiceden's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/196gmkng) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/196gmkng/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/binance-dydx-magiceden')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.026389947161078453,
0.11229223757982254,
0.004374365787953138,
0.046241868287324905,
0.16249074041843414,
-0.002813996747136116,
-0.03807394951581955,
0.04318152368068695,
0.06032329425215721,
-0.04289126396179199,
0.008977439254522324,
0.07582422345876694,
0.02890566550195217,
-0.03266672417521477,
0.0006511869723908603,
0.04947527125477791,
-0.08780504018068314,
-0.03429088741540909,
-0.05991750955581665,
0.012987096793949604,
-0.08884325623512268,
-0.08655757457017899,
0.09164097160100937,
-0.059948042035102844,
-0.041799236088991165,
0.06407830864191055,
-0.008227601647377014,
0.05594898760318756,
-0.009360476396977901,
-0.022700391709804535,
-0.03798584267497063,
0.02095155045390129,
0.050719454884529114,
0.036178987473249435,
-0.025048978626728058,
0.05596168711781502,
-0.023794829845428467,
0.02004213072359562,
-0.05755408853292465,
0.0344962477684021,
-0.020812351256608963,
-0.11462649703025818,
0.05655190348625183,
0.033762797713279724,
-0.030731525272130966,
-0.03225284069776535,
-0.0026087521109730005,
-0.01058176252990961,
-0.0334823876619339,
0.03154304623603821,
-0.06141141429543495,
-0.047027770429849625,
0.012811588123440742,
0.0012338246451690793,
0.01027457695454359,
0.06241612881422043,
0.029184920713305473,
-0.05850076302886009,
0.06984265148639679,
-0.013183392584323883,
0.11448215693235397,
0.10122563689947128,
0.07746235281229019,
0.005439423490315676,
0.011493193916976452,
-0.016654836013913155,
-0.06006408855319023,
0.05584784224629402,
-0.026270288974046707,
-0.011991959996521473,
0.020846322178840637,
-0.009092059917747974,
-0.034179989248514175,
-0.03318329527974129,
0.04288259521126747,
-0.05492866784334183,
-0.007003855425864458,
0.016360729932785034,
-0.02402392402291298,
0.047301147133111954,
0.032981280237436295,
-0.05692936107516289,
0.022996578365564346,
-0.035381436347961426,
0.06792473047971725,
0.022253666073083878,
0.004192265681922436,
-0.09721770137548447,
-0.04248134046792984,
0.022401604801416397,
-0.004754088819026947,
-0.02579590305685997,
0.0034557993058115244,
0.04407750442624092,
-0.041423697024583817,
0.022416140884160995,
-0.055226828902959824,
-0.15262673795223236,
-0.12112105637788773,
0.07833069562911987,
0.0030522567685693502,
-0.053313929587602615,
0.07408147305250168,
0.031707506626844406,
0.01931781694293022,
-0.037043552845716476,
-0.03721438720822334,
0.029376422986388206,
-0.0013447693781927228,
-0.023165088146924973,
0.03978990390896797,
-0.0435260646045208,
-0.10576121509075165,
0.014490310102701187,
-0.01784164272248745,
-0.10327664762735367,
-0.0121027622371912,
0.02766130492091179,
0.10242849588394165,
-0.03389517962932587,
0.07017851620912552,
0.15796782076358795,
-0.03345993161201477,
-0.10195507109165192,
0.0037994710728526115,
0.02342289872467518,
-0.055313076823949814,
1.131395092504014e-32,
0.06970556080341339,
0.0038950718007981777,
-0.04410763829946518,
0.044521722942590714,
0.10004763305187225,
0.004232604987919331,
-0.023540860041975975,
-0.027327902615070343,
-0.10183484107255936,
-0.010689673945307732,
0.0651368722319603,
0.016901809722185135,
-0.0016880164621397853,
0.02174077183008194,
-0.005705985706299543,
-0.09183319658041,
-0.03728459030389786,
-0.002633750205859542,
-0.006639325525611639,
0.015824945643544197,
-0.12174493819475174,
0.04145633056759834,
-0.03735218197107315,
-0.06072502210736275,
-0.06632941216230392,
0.01015652809292078,
0.09833125025033951,
-0.03699902072548866,
-0.00234428234398365,
-0.0003231379669159651,
-0.05018322914838791,
-0.018682457506656647,
0.07388242334127426,
-0.0633847638964653,
0.03184470161795616,
-0.0051496513187885284,
-0.001462141633965075,
-0.08233402669429779,
0.003015560330823064,
0.04117325693368912,
-0.032345134764909744,
-0.049025073647499084,
0.04916881024837494,
-0.047472693026065826,
-0.04859066754579544,
0.09317993372678757,
0.1216573640704155,
0.022503042593598366,
-0.013147791847586632,
-0.03835625573992729,
-0.027158329263329506,
-0.02070046216249466,
-0.0394095815718174,
-0.08368274569511414,
-0.009866273030638695,
-0.08865208923816681,
-0.005046953912824392,
0.026673125103116035,
0.029204541817307472,
-0.025147119536995888,
0.004732491448521614,
-0.058427318930625916,
0.037335220724344254,
-0.0796377956867218,
0.04256194084882736,
0.04342031106352806,
-0.07336193323135376,
-0.024309208616614342,
0.04647451639175415,
-0.029216226190328598,
-0.04223113879561424,
0.007259222213178873,
0.09510786831378937,
-0.03979062661528587,
-0.03744957596063614,
0.014079168438911438,
-0.009362361393868923,
-0.04693267121911049,
-0.03569613769650459,
0.029823146760463715,
-0.05609220266342163,
-0.009268073365092278,
0.036555901169776917,
0.006832174025475979,
-0.04832306504249573,
-0.017321480438113213,
-0.009016313590109348,
-0.06037895008921623,
0.02578553929924965,
-0.0036644404754042625,
-0.10563261061906815,
-0.013324589468538761,
0.019241077825427055,
-0.08409583568572998,
-0.0776817724108696,
-1.1554026544412391e-32,
0.07177676260471344,
0.00997470784932375,
-0.01753438264131546,
0.04753270000219345,
0.08738163858652115,
0.05787310749292374,
0.05181081220507622,
0.0546773225069046,
0.008900372311472893,
-0.009646388702094555,
0.05233867093920708,
-0.024363327771425247,
-0.08793424814939499,
-0.05599981173872948,
0.002956941956654191,
0.0076707834377884865,
0.07539670169353485,
-0.0433058999478817,
-0.0338108129799366,
0.025048770010471344,
0.02074345573782921,
0.025049494579434395,
-0.011760154739022255,
0.08241572976112366,
-0.059222228825092316,
-0.012669779360294342,
0.08625219762325287,
0.0032037831842899323,
0.0035347568336874247,
0.012503399513661861,
-0.03395520895719528,
-0.08968498557806015,
-0.02574262209236622,
0.07788173109292984,
0.06252580881118774,
-0.00042955754906870425,
-0.06848189234733582,
-0.04352511465549469,
-0.03228263184428215,
-0.03761700913310051,
0.02330588549375534,
-0.09451565146446228,
-0.06458954513072968,
-0.01632913015782833,
0.0353994145989418,
-0.03952743485569954,
0.017055818811058998,
-0.0272480808198452,
0.0023561539128422737,
0.04487931355834007,
0.03400140255689621,
0.036767300218343735,
-0.015706367790699005,
-0.02842324785888195,
-0.026539623737335205,
-0.09388219565153122,
-0.041113413870334625,
0.032296422868967056,
0.0012025891337543726,
0.023223845288157463,
0.016460590064525604,
0.016899801790714264,
-0.016127940267324448,
0.006208348087966442,
0.05042539909482002,
0.039207540452480316,
-0.08081517368555069,
0.03483932465314865,
-0.07038483768701553,
0.0022891785483807325,
0.018706131726503372,
0.05306920036673546,
0.04600581154227257,
-0.006563186179846525,
0.042949289083480835,
-0.02127542532980442,
0.09392507374286652,
0.009876184165477753,
0.08419015258550644,
-0.007021340541541576,
-0.06894370168447495,
-0.06071707606315613,
-0.03414821997284889,
-0.014320896938443184,
-0.06394348293542862,
-0.00023817826877348125,
-0.02289590798318386,
0.10628488659858704,
-0.028291258960962296,
-0.04512481391429901,
-0.04105659946799278,
0.08061035722494125,
0.05820482596755028,
0.026490947231650352,
0.06392988562583923,
-6.692669529684281e-8,
-0.04767860472202301,
-0.08026785403490067,
-0.007943360134959221,
0.007043670397251844,
-0.047615230083465576,
0.040888745337724686,
0.04492050036787987,
-0.14789798855781555,
-0.014291027560830116,
-0.04665355384349823,
0.04306768998503685,
0.029752682894468307,
-0.06260354071855545,
0.02355016954243183,
-0.04596719890832901,
0.012416612356901169,
-0.11812220513820648,
0.07313479483127594,
0.001997512998059392,
-0.06763768941164017,
-0.008724093437194824,
0.029051775112748146,
0.019142497330904007,
-0.02120017632842064,
-0.002614812459796667,
0.07296648621559143,
-0.10692118108272552,
0.005711082834750414,
0.010829794220626354,
0.0025532448198646307,
0.04612306132912636,
-0.06167993322014809,
0.026167532429099083,
-0.06146467104554176,
-0.002301958855241537,
-0.054492026567459106,
-0.0403536856174469,
-0.0423540361225605,
0.024805506691336632,
0.02394743449985981,
0.03454336151480675,
0.021304933354258537,
0.07347715646028519,
0.04961467161774635,
-0.012845730409026146,
0.006565438583493233,
0.04717500880360603,
0.010349509306252003,
0.030900796875357628,
0.027915989980101585,
-0.027910403907299042,
-0.07895294576883316,
0.006908024661242962,
0.02244899421930313,
0.06363701820373535,
0.01345718465745449,
-0.005123777315020561,
0.056777603924274445,
0.003955333027988672,
0.08510810881853104,
0.04003777354955673,
0.04625409469008446,
-0.002424356061965227,
0.07156287133693695
] |
huggingtweets/magiceden | 8044a2914e378db23a563c4e25bc1a183272234f | 2022-05-31T11:45:39.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/magiceden | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/magiceden/1653997534626/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1529814669493682176/BqZU57Cf_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI BOT π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Magic Eden πͺ</div>
<div style="text-align: center; font-size: 14px;">@magiceden</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Magic Eden πͺ.
| Data | Magic Eden πͺ |
| --- | --- |
| Tweets downloaded | 3249 |
| Retweets | 141 |
| Short tweets | 908 |
| Tweets kept | 2200 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/9t2x97k9/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @magiceden's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/32j65yat) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/32j65yat/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/magiceden')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.010005803778767586,
0.1223607137799263,
-0.015305237844586372,
0.05664335936307907,
0.17262151837348938,
-0.017818277701735497,
-0.036013055592775345,
0.024965310469269753,
0.07222052663564682,
-0.05916764959692955,
-0.002610609168186784,
0.07361549884080887,
0.01792280375957489,
-0.031209904700517654,
-0.006532293278723955,
0.03772624954581261,
-0.0826423168182373,
-0.033704932779073715,
-0.06335575133562088,
0.023667577654123306,
-0.08594350516796112,
-0.09455597400665283,
0.08179301023483276,
-0.04141349717974663,
-0.04342622682452202,
0.07403473556041718,
-0.0012722602114081383,
0.05618838965892792,
-0.009611669927835464,
-0.021113485097885132,
-0.040296755731105804,
0.04172782972455025,
0.04738515615463257,
0.04021251201629639,
-0.03158596158027649,
0.023110296577215195,
-0.01592535711824894,
0.029448969289660454,
-0.0614745132625103,
0.0032088609877973795,
-0.016777947545051575,
-0.10367300361394882,
0.045112404972314835,
0.03955701366066933,
-0.029332313686609268,
-0.03337772563099861,
-0.01844293810427189,
-0.004835085943341255,
-0.061851248145103455,
0.02666122280061245,
-0.053882356733083725,
-0.0559796579182148,
0.002972907619550824,
0.004372428171336651,
0.01770482398569584,
0.06438998878002167,
0.028838234022259712,
-0.04523802548646927,
0.07920664548873901,
-0.028006158769130707,
0.1068369448184967,
0.0859808400273323,
0.08801089227199554,
0.0009576412849128246,
0.006286809220910072,
-0.011937195435166359,
-0.06898211687803268,
0.038952168077230453,
-0.02862575836479664,
-0.02002323791384697,
0.03079717978835106,
-0.005385024007409811,
-0.02977929823100567,
-0.04613126069307327,
0.0682440921664238,
-0.039421405643224716,
-0.015105484053492546,
0.028407637029886246,
-0.017598938196897507,
0.05667494609951973,
0.03316616639494896,
-0.05647098645567894,
0.009741954505443573,
-0.028483059257268906,
0.04826083779335022,
0.032371118664741516,
0.009224222041666508,
-0.10604073852300644,
-0.019232628867030144,
0.023243606090545654,
-0.01773570105433464,
-0.021060645580291748,
-0.012018094770610332,
0.04243531823158264,
-0.04667893797159195,
0.02254863828420639,
-0.05071841552853584,
-0.1541130691766739,
-0.113087959587574,
0.064992755651474,
0.008132001385092735,
-0.0507357232272625,
0.06967733800411224,
0.019492095336318016,
0.009715843014419079,
-0.0381343811750412,
-0.028461739420890808,
0.011861905455589294,
-0.010303891263902187,
-0.017763599753379822,
0.04381067305803299,
-0.05374608188867569,
-0.10782404243946075,
0.021099599078297615,
-0.030174484476447105,
-0.10225847363471985,
-0.005433088634163141,
0.042176466435194016,
0.09344033151865005,
-0.02422521635890007,
0.051994677633047104,
0.1507938951253891,
-0.03433986008167267,
-0.09937092661857605,
0.003554056864231825,
0.027363035827875137,
-0.05874473229050636,
1.1335978219806611e-32,
0.05870954692363739,
0.004052875563502312,
-0.06079702079296112,
0.04537545144557953,
0.127963587641716,
-0.00984147097915411,
-0.003312181681394577,
-0.033570773899555206,
-0.08760032057762146,
-0.0007216123631224036,
0.07460099458694458,
0.03469449654221535,
0.006713562645018101,
0.016173528507351875,
0.002455543028190732,
-0.09042920172214508,
-0.017223570495843887,
-0.00807353388518095,
-0.025867482647299767,
0.024789884686470032,
-0.10711850225925446,
0.04642440751194954,
-0.039617083966732025,
-0.06181827932596207,
-0.050402428954839706,
0.01820242591202259,
0.06906428188085556,
-0.04862096533179283,
0.004482165444642305,
0.0036595435813069344,
-0.04696054384112358,
-0.01691964454948902,
0.06622803211212158,
-0.0500994548201561,
0.04211907088756561,
0.01395360380411148,
0.010477686300873756,
-0.08116139471530914,
-0.010596147738397121,
0.041508998721838,
-0.03324199095368385,
-0.045899584889411926,
0.05282346531748772,
-0.031846944242715836,
-0.054684899747371674,
0.08511824160814285,
0.140242800116539,
0.021647918969392776,
-0.025644639506936073,
-0.04770839214324951,
-0.028999201953411102,
-0.00979760941118002,
-0.0379202701151371,
-0.11041784286499023,
-0.012802157551050186,
-0.08912526816129684,
0.00951770506799221,
0.017326705157756805,
0.050995565950870514,
-0.03253720700740814,
-0.0025099331978708506,
-0.06762947142124176,
0.022614922374486923,
-0.07951287180185318,
0.0346134677529335,
0.0364740788936615,
-0.08972448855638504,
-0.03171004727482796,
0.04454150050878525,
-0.04146808758378029,
-0.035545624792575836,
0.004094366449862719,
0.10662925988435745,
-0.03275762498378754,
-0.04204283654689789,
0.03288128972053528,
-0.02007577009499073,
-0.05113869905471802,
-0.03743653744459152,
0.024966595694422722,
-0.05853208899497986,
0.017075590789318085,
0.0286603681743145,
0.004556561354547739,
-0.027880210429430008,
-0.008090677671134472,
-0.013992367312312126,
-0.051495373249053955,
0.01644713804125786,
-0.007542643696069717,
-0.10529444366693497,
-0.010136348195374012,
0.04363511502742767,
-0.08648236840963364,
-0.07438798248767853,
-1.1861498397705069e-32,
0.049514371901750565,
-0.0008082105196081102,
-0.006634699646383524,
0.05335397645831108,
0.0957239642739296,
0.04820089787244797,
0.05016206204891205,
0.05753060057759285,
0.015231085009872913,
0.0001911309955175966,
0.04767407104372978,
-0.031224211677908897,
-0.08589208126068115,
-0.03430890664458275,
0.01939219981431961,
0.02968807891011238,
0.065428227186203,
-0.026088351383805275,
-0.02749154530465603,
0.042048946022987366,
0.015047809109091759,
0.03534296154975891,
-0.012256904505193233,
0.08744817227125168,
-0.07316625118255615,
-0.014822999946773052,
0.07396387308835983,
-0.012216282077133656,
-0.015411782078444958,
0.01657506451010704,
-0.05403782054781914,
-0.09482518583536148,
-0.016602572053670883,
0.056503988802433014,
0.05405130237340927,
0.00250516040250659,
-0.07182186096906662,
-0.04607636108994484,
-0.03170320764183998,
-0.05455854907631874,
0.005678008310496807,
-0.09314451366662979,
-0.06906761974096298,
-0.008592565543949604,
0.03442160785198212,
-0.03523591533303261,
0.039080556482076645,
-0.010916787199676037,
-0.0006471337401308119,
0.05303357169032097,
0.0376482754945755,
0.045636147260665894,
-0.02274249494075775,
-0.018270261585712433,
-0.022002266719937325,
-0.08325953781604767,
-0.05000985413789749,
0.031363822519779205,
0.01303317490965128,
0.032347071915864944,
0.03640684112906456,
0.028616948053240776,
-0.02551409974694252,
0.009291591122746468,
0.06714853644371033,
0.04991130903363228,
-0.07497131079435349,
0.03426571935415268,
-0.0629550889134407,
-0.003758236300200224,
0.03186214715242386,
0.0664515271782875,
0.03579987213015556,
-0.006025947630405426,
0.03492466360330582,
-0.01966114342212677,
0.09044758230447769,
-0.0053959256038069725,
0.07480234652757645,
0.00829693116247654,
-0.0848236158490181,
-0.049718473106622696,
-0.045464955270290375,
0.002735608723014593,
-0.055445946753025055,
-0.002663804218173027,
-0.02935616672039032,
0.09095625579357147,
-0.027300938963890076,
-0.037593379616737366,
-0.04197749122977257,
0.07647395133972168,
0.04900131747126579,
0.03966939076781273,
0.06976383924484253,
-6.820854991929082e-8,
-0.0487888865172863,
-0.08414199203252792,
-0.013219296932220459,
0.005811256822198629,
-0.03745552897453308,
0.03327743336558342,
0.03161447122693062,
-0.14897310733795166,
-0.015034728683531284,
-0.05174354463815689,
0.037991963326931,
0.01106998510658741,
-0.07478855550289154,
0.022615980356931686,
-0.042001184076070786,
0.018646441400051117,
-0.09761073440313339,
0.08688832074403763,
-0.009117965586483479,
-0.06463334709405899,
-0.00466133514419198,
0.03581921383738518,
0.023727819323539734,
-0.02231643535196781,
-0.0036656130105257034,
0.05267162621021271,
-0.11411294341087341,
0.002089841989800334,
0.009696225635707378,
-0.008620914071798325,
0.04960466921329498,
-0.0655190646648407,
0.037429410964250565,
-0.053199123591184616,
-0.009008955210447311,
-0.06929292529821396,
-0.03605091571807861,
-0.02903044782578945,
0.01930404268205166,
0.019544005393981934,
0.04545364901423454,
0.011643077246844769,
0.07144348323345184,
0.040295179933309555,
-0.028040898963809013,
0.0024058688431978226,
0.03420206159353256,
-0.012042377144098282,
0.030414262786507607,
0.04415297508239746,
-0.019444268196821213,
-0.07694713026285172,
0.0066239801235497,
0.03386550024151802,
0.07032864540815353,
-0.012660800479352474,
-0.006540871690958738,
0.06473071873188019,
-0.02317923866212368,
0.07157310843467712,
0.04394282028079033,
0.05909297615289688,
0.0029602788854390383,
0.0639103502035141
] |
bmichele/poetry-generation-nextline-mbart-ws-sv-test | fc54fef6c4e43a10115046ae3ccc0accc9b292ac | 2022-05-31T13:47:27.000Z | [
"pytorch"
] | null | false | bmichele | null | bmichele/poetry-generation-nextline-mbart-ws-sv-test | 0 | null | null | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
mikehemberger/topex | bfb169a1ef98ed90cd31c1fb978697c002f2ec33 | 2022-05-31T16:51:57.000Z | [
"pytorch",
"vit",
"image-classification",
"transformers"
] | image-classification | false | mikehemberger | null | mikehemberger/topex | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
tclong/wav2vec2-base-vios-v1 | 0da9b8eff7d0f7771edc5a2c28501ecdb2b6ce59 | 2022-06-02T11:33:05.000Z | [
"pytorch",
"tensorboard",
"wav2vec2",
"automatic-speech-recognition",
"transformers",
"generated_from_trainer",
"license:apache-2.0",
"model-index"
] | automatic-speech-recognition | false | tclong | null | tclong/wav2vec2-base-vios-v1 | 0 | null | transformers | ---
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: wav2vec2-base-vios-v1
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# wav2vec2-base-vios-v1
This model is a fine-tuned version of [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.6352
- Wer: 0.5161
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0001
- train_batch_size: 32
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 1000
- num_epochs: 50
- mixed_precision_training: Native AMP
### Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|:-------------:|:-----:|:-----:|:---------------:|:------:|
| 5.7944 | 3.98 | 1000 | 1.7427 | 1.0387 |
| 0.7833 | 7.97 | 2000 | 0.4026 | 0.4364 |
| 0.4352 | 11.95 | 3000 | 0.3967 | 0.4042 |
| 0.4988 | 15.94 | 4000 | 0.5446 | 0.4632 |
| 0.7822 | 19.92 | 5000 | 0.6563 | 0.5491 |
| 0.8496 | 23.9 | 6000 | 0.5828 | 0.5045 |
| 0.8072 | 27.89 | 7000 | 0.6318 | 0.5109 |
| 0.8336 | 31.87 | 8000 | 0.6352 | 0.5161 |
| 0.8311 | 35.86 | 9000 | 0.6352 | 0.5161 |
| 0.839 | 39.84 | 10000 | 0.6352 | 0.5161 |
| 0.8297 | 43.82 | 11000 | 0.6352 | 0.5161 |
| 0.8288 | 47.81 | 12000 | 0.6352 | 0.5161 |
### Framework versions
- Transformers 4.17.0
- Pytorch 1.11.0+cu113
- Datasets 1.18.3
- Tokenizers 0.12.1
| [
-0.03801453858613968,
-0.021844154223799706,
-0.05705146864056587,
0.0063825142569839954,
0.045162808150053024,
-0.0004074920725543052,
-0.09254524856805801,
-0.026183297857642174,
-0.05016946420073509,
-0.09660088270902634,
0.04676060006022453,
-0.11084868758916855,
0.00309113715775311,
-0.060434740036726,
-0.08118204027414322,
0.010281956754624844,
0.05770517513155937,
-0.03677983582019806,
-0.07601348310709,
0.03813204914331436,
0.030743874609470367,
0.06001583859324455,
0.07135307788848877,
0.0063614631071686745,
0.022533511742949486,
0.01807742938399315,
-0.07301362603902817,
0.06930194050073624,
0.04252354055643082,
-0.04587619751691818,
0.0875605121254921,
0.03984607756137848,
0.008443848229944706,
0.03395024687051773,
-0.0075968485325574875,
-0.015493715181946754,
-0.022256048396229744,
-0.07808981090784073,
-0.014656216837465763,
-0.043397173285484314,
-0.005553172901272774,
-0.0021066339686512947,
-0.03092091716825962,
0.07258803397417068,
-0.04064854979515076,
0.042261820286512375,
-0.043117426335811615,
-0.06632876396179199,
-0.037534199655056,
-0.014716660603880882,
-0.06836427748203278,
-0.10832918435335159,
0.06260126084089279,
0.03234861418604851,
-0.09342140704393387,
0.027220621705055237,
-0.05669267848134041,
0.026252664625644684,
-0.0010294405510649085,
0.013110081665217876,
-0.01912008225917816,
-0.0018612639978528023,
-0.019053209573030472,
-0.018112054094672203,
-0.07471729069948196,
-0.06881195306777954,
-0.04033830761909485,
0.003889487823471427,
0.07083969563245773,
-0.03694536164402962,
-0.05119810625910759,
0.07897861301898956,
0.020224060863256454,
0.04322411119937897,
0.03174033761024475,
0.043699342757463455,
0.035587381571531296,
0.05035638064146042,
0.08423718065023422,
-0.1028989776968956,
0.005266544874757528,
-0.09241832047700882,
0.03716184198856354,
-0.03915010765194893,
0.06176203489303589,
0.031523872166872025,
0.05274410545825958,
-0.05265800654888153,
0.01927107200026512,
0.008169778622686863,
-0.07071363925933838,
0.01179206371307373,
0.016442779451608658,
0.04815194383263588,
0.01215788722038269,
0.057864315807819366,
0.022600624710321426,
0.02832457236945629,
-0.044223032891750336,
0.1041216254234314,
-0.020860513672232628,
0.011706402525305748,
0.06464948505163193,
0.02009182795882225,
0.032447244971990585,
-0.03787922486662865,
-0.04100021347403526,
0.124504953622818,
0.09858986735343933,
-0.07066813856363297,
0.06939677894115448,
0.08535896986722946,
-0.027135176584124565,
-0.009788991883397102,
0.0523313544690609,
0.12484651803970337,
-0.012427512556314468,
-0.012281094677746296,
-0.03189577907323837,
0.06296350061893463,
-0.028277305886149406,
-0.04762814939022064,
-0.04428299888968468,
-0.04156612604856491,
-0.07308097183704376,
-0.07584689557552338,
-0.07431906461715698,
2.8073020169803556e-33,
0.0337287075817585,
0.023209821432828903,
-0.02739187888801098,
-0.021719425916671753,
0.031114406883716583,
-0.06393500417470932,
-0.002927359426394105,
-0.04268874228000641,
0.026022745296359062,
-0.055197231471538544,
-0.10053050518035889,
-0.030167657881975174,
-0.009665391407907009,
0.09777965396642685,
0.03593521937727928,
-0.041123539209365845,
-0.024811996147036552,
0.009061267599463463,
0.013158001936972141,
0.0342242494225502,
0.14723621308803558,
-0.01272497233003378,
-0.018585842102766037,
-0.04903016611933708,
-0.005505308974534273,
0.07991784065961838,
0.029612567275762558,
0.010757777839899063,
0.01785942353308201,
0.04340779781341553,
-0.05884862318634987,
-0.011013205163180828,
-0.004693237598985434,
-0.05543646961450577,
0.04454987123608589,
0.04043150320649147,
0.020213564857840538,
0.04625018313527107,
-0.007388637866824865,
-0.06489119678735733,
0.04456130042672157,
0.028075631707906723,
-0.004519390873610973,
-0.061993591487407684,
-0.03573345020413399,
-0.09995812922716141,
0.004619303625077009,
0.051322370767593384,
0.005390922073274851,
0.031062161549925804,
-0.057103369385004044,
-0.015603045001626015,
0.013140412978827953,
0.04554378613829613,
-0.020989762619137764,
-0.05354253202676773,
0.09175703674554825,
0.07379692047834396,
-0.04873407259583473,
-0.022871114313602448,
0.004958039149641991,
0.03826555982232094,
0.02366551011800766,
0.012778050266206264,
-0.044616930186748505,
-0.0337335579097271,
-0.03655381500720978,
-0.0528096929192543,
0.00988183543086052,
0.021494977176189423,
-0.044111769646406174,
0.03359644114971161,
0.03333384543657303,
-0.056592464447021484,
0.04423152655363083,
-0.09272795915603638,
-0.018492570146918297,
-0.10762665420770645,
-0.05078575387597084,
-0.00427552405744791,
0.015843579545617104,
0.10499825328588486,
0.003011086257174611,
-0.07886049896478653,
-0.031077245250344276,
-0.05660572648048401,
0.007569123059511185,
-0.10096972435712814,
-0.0389615073800087,
0.015027494169771671,
-0.043751899152994156,
0.08074666559696198,
-0.019933955743908882,
-0.061267100274562836,
-0.013951320201158524,
-4.2572092791883674e-33,
0.00008884023554855958,
0.12341995537281036,
0.004190586041659117,
0.06970703601837158,
0.02104785107076168,
0.05392712354660034,
0.10060165822505951,
0.10063264518976212,
-0.08051254600286484,
-0.07625135779380798,
0.08951011300086975,
-0.0420682393014431,
-0.05152421444654465,
-0.01071010623127222,
0.01803841069340706,
-0.0007718974957242608,
-0.0548085942864418,
-0.01537856925278902,
0.050179868936538696,
-0.01098540797829628,
0.012903864495456219,
0.10290663689374924,
-0.011310002766549587,
0.07013396918773651,
-0.0022376368287950754,
-0.040676526725292206,
0.03390693664550781,
0.10389825701713562,
0.027800265699625015,
-0.034035902470350266,
-0.01753978803753853,
-0.03277817368507385,
-0.016052650287747383,
0.028550678864121437,
0.04016375541687012,
0.050334490835666656,
0.06358852237462997,
-0.02334025129675865,
-0.0031308033503592014,
0.062137242406606674,
0.02918366529047489,
0.07645262777805328,
-0.07513461261987686,
0.012205473147332668,
-0.05938553437590599,
0.0077733746729791164,
0.00011449938756413758,
-0.020100830122828484,
-0.01858762465417385,
-0.059808582067489624,
0.07563605904579163,
-0.07761193066835403,
-0.03165489435195923,
0.051157813519239426,
-0.008164881728589535,
-0.025353608652949333,
-0.005481239408254623,
0.014722866006195545,
-0.08250495046377182,
0.0006071661482565105,
-0.019477108493447304,
0.02132766880095005,
-0.1398637294769287,
-0.04280908778309822,
0.007792037911713123,
-0.005186470691114664,
-0.07112029194831848,
0.05620444938540459,
0.017266424372792244,
0.04043368622660637,
-0.02391597256064415,
0.08169708400964737,
0.032086458057165146,
0.007157417479902506,
-0.0194862000644207,
-0.014986804686486721,
-0.05423256754875183,
-0.008404180407524109,
-0.02624399960041046,
-0.11213431507349014,
-0.021719837561249733,
0.04593999311327934,
0.06371095031499863,
-0.0006793186767026782,
0.10443020612001419,
0.08258189260959625,
0.036212630569934845,
0.05540744587779045,
-0.059081774204969406,
0.03499585762619972,
0.04385768622159958,
0.0224151611328125,
-0.01838124729692936,
0.1098497211933136,
0.06148197501897812,
-5.625732413250262e-8,
-0.04088412597775459,
0.026827700436115265,
-0.04375726357102394,
0.04165364429354668,
0.017590228468179703,
-0.011630263179540634,
0.01227550022304058,
0.006037603598088026,
0.015175904147326946,
0.037745509296655655,
0.020009752362966537,
0.015374070033431053,
-0.0474591925740242,
0.03661946579813957,
0.00816246960312128,
0.02588554471731186,
-0.016899440437555313,
0.14030396938323975,
-0.046878598630428314,
-0.04632986709475517,
0.036186333745718,
-0.011507539078593254,
-0.020428577437996864,
-0.03665969893336296,
0.0865040197968483,
-0.09146397560834885,
-0.0642658919095993,
0.06342911720275879,
-0.062283746898174286,
-0.019234515726566315,
-0.007282522972673178,
0.016215961426496506,
0.01085504237562418,
-0.08015327155590057,
-0.029038963839411736,
0.08782738447189331,
-0.08965122699737549,
-0.025655951350927353,
-0.014497081749141216,
0.036347296088933945,
-0.015979036688804626,
0.08207184076309204,
-0.039256151765584946,
-0.013465908356010914,
0.06561177968978882,
-0.04501080513000488,
0.00952854286879301,
-0.08807384222745895,
0.03781380504369736,
0.02259218692779541,
0.022698264569044113,
0.049018025398254395,
-0.011029104702174664,
-0.007069097366183996,
0.03700607642531395,
0.018575245514512062,
-0.0754864439368248,
0.029903627932071686,
-0.02223677933216095,
-0.026621321216225624,
0.03040672466158867,
-0.026545781642198563,
-0.035632841289043427,
0.005644309334456921
] |
voidful/wav2vec2-xlsr-53-espeak-librispeech-ft | 00841b1da6316d7eca5dc56867b27a838a8b01cb | 2022-06-04T12:02:47.000Z | [
"pytorch",
"wav2vec2",
"automatic-speech-recognition",
"transformers"
] | automatic-speech-recognition | false | voidful | null | voidful/wav2vec2-xlsr-53-espeak-librispeech-ft | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
huggingtweets/gretathunberg | 480fc5a85a9197c673d5763dfa616beea70836f4 | 2022-05-31T21:00:03.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/gretathunberg | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/gretathunberg/1654030798001/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1459213153301053442/rL5hhpAI_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI BOT π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Greta Thunberg</div>
<div style="text-align: center; font-size: 14px;">@gretathunberg</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Greta Thunberg.
| Data | Greta Thunberg |
| --- | --- |
| Tweets downloaded | 3247 |
| Retweets | 2424 |
| Short tweets | 28 |
| Tweets kept | 795 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/3ulsdxk8/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @gretathunberg's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/22acoony) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/22acoony/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/gretathunberg')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.012060349807143211,
0.12167944759130478,
-0.011441471055150032,
0.05219191685318947,
0.17313125729560852,
-0.015783846378326416,
-0.03990703076124191,
0.025093426927924156,
0.08028362691402435,
-0.05880733206868172,
-0.0034334412775933743,
0.068851999938488,
0.012204628437757492,
-0.025423163548111916,
-0.011310978792607784,
0.038108766078948975,
-0.08754129707813263,
-0.03227774426341057,
-0.0659368634223938,
0.021001745015382767,
-0.08041036874055862,
-0.09627986699342728,
0.07875701040029526,
-0.038775816559791565,
-0.04590856656432152,
0.0707552582025528,
-0.004239934030920267,
0.06079340726137161,
-0.011766918003559113,
-0.02332477644085884,
-0.04633212089538574,
0.03402552381157875,
0.0469970777630806,
0.03238322585821152,
-0.03673778474330902,
0.019114555791020393,
-0.02631358616054058,
0.02725270390510559,
-0.04994973912835121,
0.004926665220409632,
-0.01603478007018566,
-0.10440774261951447,
0.05216120928525925,
0.04922015592455864,
-0.025491099804639816,
-0.030354715883731842,
-0.013379888609051704,
-0.0006014409009367228,
-0.05208401381969452,
0.028077231720089912,
-0.057145778089761734,
-0.05517321825027466,
0.0018600429175421596,
-0.00414452888071537,
0.009934344328939915,
0.060637835413217545,
0.024011215195059776,
-0.04997779801487923,
0.08148407936096191,
-0.02991464175283909,
0.10403679311275482,
0.08561065047979355,
0.08924104273319244,
0.0023062413092702627,
0.003588477848097682,
-0.019666584208607674,
-0.06967075169086456,
0.039077140390872955,
-0.03414074331521988,
-0.007691928185522556,
0.03221943601965904,
-0.0006634428864344954,
-0.023501800373196602,
-0.04748156666755676,
0.07077144086360931,
-0.044478416442871094,
-0.01794556714594364,
0.02927258051931858,
-0.014958422631025314,
0.065350241959095,
0.03809802979230881,
-0.060371387749910355,
0.007432391867041588,
-0.029233068227767944,
0.05787624046206474,
0.0322418138384819,
0.009240670129656792,
-0.10214540362358093,
-0.017463764175772667,
0.02388809248805046,
-0.02233135513961315,
-0.02385854162275791,
-0.005564094055444002,
0.04196779057383537,
-0.04559709131717682,
0.030293215066194534,
-0.05283520370721817,
-0.1603209525346756,
-0.11617463082075119,
0.06731398403644562,
0.005359885282814503,
-0.050869863480329514,
0.06421508640050888,
0.020508291199803352,
0.016709644347429276,
-0.03991156071424484,
-0.0243791826069355,
0.010266147553920746,
-0.009190429002046585,
-0.014734060503542423,
0.04337266832590103,
-0.04494171217083931,
-0.10396495461463928,
0.024770062416791916,
-0.03040497563779354,
-0.0964324027299881,
-0.018221385776996613,
0.04253777861595154,
0.08829765766859055,
-0.021379338577389717,
0.04377327114343643,
0.14519548416137695,
-0.03581101819872856,
-0.09590181708335876,
0.008898691274225712,
0.032608821988105774,
-0.052786488085985184,
1.167553813014086e-32,
0.05667843297123909,
0.004407666623592377,
-0.06282036006450653,
0.049940671771764755,
0.12390065938234329,
-0.0036506906617432833,
-0.014821541495621204,
-0.03342157602310181,
-0.09204494953155518,
-0.006379345431923866,
0.07123268395662308,
0.027335334569215775,
0.010416760109364986,
0.013326185755431652,
0.005546612665057182,
-0.09167412668466568,
-0.017489565536379814,
-0.0018017692491412163,
-0.030879270285367966,
0.023575132712721825,
-0.10846985131502151,
0.04405708238482475,
-0.036657944321632385,
-0.06702546775341034,
-0.05299197882413864,
0.019310105592012405,
0.06911551207304001,
-0.04601111263036728,
-0.0007441795896738768,
0.002809494035318494,
-0.047967080026865005,
-0.01250830665230751,
0.06038053333759308,
-0.05761636793613434,
0.04573819786310196,
0.017951007932424545,
0.008208687417209148,
-0.0820404514670372,
-0.0031548512633889914,
0.044702425599098206,
-0.034419432282447815,
-0.04685087874531746,
0.05393523350358009,
-0.037055402994155884,
-0.05386088415980339,
0.08314485847949982,
0.1364762783050537,
0.0235963873565197,
-0.03488677740097046,
-0.04728098213672638,
-0.03661022335290909,
-0.003535283962264657,
-0.04620862752199173,
-0.11486725509166718,
-0.008251209743320942,
-0.08529649674892426,
0.009187194518744946,
0.016310205683112144,
0.04394987225532532,
-0.03734195977449417,
-0.00596211664378643,
-0.06241351738572121,
0.02637007273733616,
-0.08400646597146988,
0.038157589733600616,
0.034624166786670685,
-0.08922222256660461,
-0.03355258330702782,
0.04899923503398895,
-0.04091116040945053,
-0.031225014477968216,
-0.003666779724881053,
0.1051274761557579,
-0.039949774742126465,
-0.0477745495736599,
0.042997051030397415,
-0.0176431592553854,
-0.05289158970117569,
-0.031948868185281754,
0.02409549057483673,
-0.05423561856150627,
0.008432375267148018,
0.022326597943902016,
0.0018395696533843875,
-0.020123407244682312,
-0.0074258362874388695,
-0.015205000527203083,
-0.053558629006147385,
0.015712905675172806,
-0.0014728164533153176,
-0.10632717609405518,
-0.01056583970785141,
0.04197350889444351,
-0.08784453570842743,
-0.0756363645195961,
-1.211334218489699e-32,
0.0462997667491436,
0.007008726242929697,
-0.010937198996543884,
0.055453673005104065,
0.0948680192232132,
0.05013803765177727,
0.046908825635910034,
0.052224982529878616,
0.010386300273239613,
0.005256297066807747,
0.047977514564991,
-0.028851527720689774,
-0.08724595606327057,
-0.036426372826099396,
0.018276575952768326,
0.024288037791848183,
0.06620707362890244,
-0.025483638048171997,
-0.031316280364990234,
0.0399954654276371,
0.017294898629188538,
0.03649592399597168,
-0.012710699811577797,
0.09602535516023636,
-0.06582313030958176,
-0.009497848339378834,
0.07465098798274994,
-0.011038381606340408,
-0.017446447163820267,
0.014677182771265507,
-0.06126195564866066,
-0.08879804611206055,
-0.021067874506115913,
0.05884867534041405,
0.05092272534966469,
0.003029703162610531,
-0.06710817664861679,
-0.05304202437400818,
-0.028655899688601494,
-0.04365256801247597,
0.016836756840348244,
-0.0912521556019783,
-0.0630967766046524,
-0.011994505301117897,
0.032879605889320374,
-0.042092595249414444,
0.03800317272543907,
-0.011134663596749306,
0.006512701511383057,
0.05394034460186958,
0.03574833273887634,
0.04699591547250748,
-0.02635415643453598,
-0.021502824500203133,
-0.02734038047492504,
-0.0863894522190094,
-0.048753198236227036,
0.025685200467705727,
0.020250994712114334,
0.03633579611778259,
0.02709127403795719,
0.02776072733104229,
-0.01639021933078766,
0.019756866618990898,
0.0667419508099556,
0.04229462519288063,
-0.07092161476612091,
0.04389515519142151,
-0.06275846809148788,
0.0046132998540997505,
0.03450455144047737,
0.07055806368589401,
0.03860711306333542,
-0.009450794197618961,
0.03602169454097748,
-0.020499197766184807,
0.08529160171747208,
0.00827441643923521,
0.07574574649333954,
0.005758203566074371,
-0.0813857764005661,
-0.05139841139316559,
-0.046015724539756775,
0.005913907196372747,
-0.0559312105178833,
-0.010724684223532677,
-0.02294752188026905,
0.08998280763626099,
-0.022861788049340248,
-0.03982052206993103,
-0.03684692457318306,
0.07865721732378006,
0.053160399198532104,
0.03633911535143852,
0.06547141075134277,
-6.84425174313219e-8,
-0.05354303866624832,
-0.0868375226855278,
-0.015914155170321465,
0.018527043983340263,
-0.035739246755838394,
0.0352516807615757,
0.02865150012075901,
-0.15388092398643494,
-0.017331544309854507,
-0.0532863549888134,
0.039675332605838776,
0.011628764681518078,
-0.07205237448215485,
0.028344977647066116,
-0.0340338833630085,
0.018690720200538635,
-0.10342628508806229,
0.08322826772928238,
-0.004232236184179783,
-0.0593792125582695,
-0.00274438364431262,
0.038731422275304794,
0.02200496941804886,
-0.018156368285417557,
-0.002305281115695834,
0.054533012211322784,
-0.11668345332145691,
0.0039944821037352085,
0.006801067851483822,
0.0011537650134414434,
0.044516660273075104,
-0.05989127606153488,
0.029756717383861542,
-0.054364342242479324,
-0.009633352048695087,
-0.07203998416662216,
-0.03232252597808838,
-0.03349987417459488,
0.028371918946504593,
0.02493131160736084,
0.041217051446437836,
0.023652417585253716,
0.07267025113105774,
0.04185270145535469,
-0.02553851343691349,
0.005575172137469053,
0.04512419551610947,
-0.01281408779323101,
0.034483760595321655,
0.037262775003910065,
-0.025216786190867424,
-0.07399769872426987,
0.007019339594990015,
0.03269366919994354,
0.06989835202693939,
-0.009184326976537704,
-0.010241731069982052,
0.06384607404470444,
-0.03445637598633766,
0.06967677921056747,
0.047884661704301834,
0.05669964477419853,
-0.007383974269032478,
0.05806712061166763
] |
jppaolim/v39_Best20Epoch | 1f9bf67e857808b702d3ad931de815df61504717 | 2022-05-31T21:42:21.000Z | [
"pytorch",
"gpt2",
"text-generation",
"transformers"
] | text-generation | false | jppaolim | null | jppaolim/v39_Best20Epoch | 0 | null | transformers | # My Story model
Arthur goes to the beach. Arthur is feeling very hot and bored. He decides to go to the beach. He goes to the beach. He spends the day swimming. Arthur cannot wait for the next day to go swimming.
Arthur goes to the beach. Arthur wants to go to the beach. He gets a map. He looks at the map. He goes to the beach. He goes to the beach.
Arthur goes to the beach. Arthur has been working hard all summer. He has been working hard every day. One day his boss asks him to come to work. Arthur is happy to see that his hard work is paying off. Arthur is so glad he took the chance to go to the beach.
Arthur goes to the beach. Arthur is walking to the beach. He sees a small boy playing in the sand. The boy tells Arthur to leave. Arthur tells the boy he doesn't want to go to the beach. Arthur leaves the beach.
Arthur goes to the beach. Arthur is a young boy who lived in a very small town. He wanted to feel like a big city kid. He drove to the coast and swam in the ocean. When he got home, his mom told him to pack up and come back. Arthur packed up and didn't go to the beach anymore.
Arthur goes to the beach. Arthur is bored at home. He decides to go to the local beach. He goes down to the water. Arthur waves. He is glad he went for a walk down the beach.
Arthur goes to the beach. Arthur wants to go to the beach. He has been looking forward to this for a week. He gets to the beach and everything feels perfect. He gets to the water and it is very nice. Arthur has the best day ever.
Arthur goes to the beach. Arthur is going to the beach tomorrow. He is going to play in the ocean. He can't find his keys. He is starting to panic. Arthur finally finds his keys in his car.
Arthur goes to the beach. Arthur is going to the beach tomorrow. He has been working hard all week. He is going to the beach with his friends. Arthur and his friends get in the car to go to the beach. Arthur swims all day and goes to sleep.
Arthur goes to the beach. Arthur wants to go to the beach. He goes to the beach. He swims in the ocean. He has fun. Arthur has a good day.
Arthur goes to the beach. Arthur is a young man. He likes to surf. He decides to go to the beach. He spends the whole day at the beach. He goes to the ocean and has fun.
Arthur goes to the beach. Arthur is a young man. He wants to go to the beach. He gets on his car and drives to the beach. He spends the entire day at the beach. Arthur has the best day ever at the beach.
Arthur goes to the beach. Arthur is a young man. He likes to surf and swim. He decides to go to the beach. Arthur swam all day long. He had a great day at the beach.
Arthur goes to the beach. Arthur is going to the beach tomorrow. He has been working all day, but hasn't been swimming. He decides to go for a swim anyway and cool off. He spends the next few days playing in the ocean. Arthur has the time of his life.
Arthur goes to the beach. Arthur is a young boy who lived in a very small town. He wanted to go to the beach but his dad said no. Arthur asked his dad if he could go alone. Arthur's dad told him that they couldn't afford to go together. Arthur was sad that his dad wouldn't go with him to the beach.
| [
0.0020551388151943684,
0.08085491508245468,
0.02451574243605137,
0.0036208510864526033,
0.07194314152002335,
0.027862396091222763,
0.06672985851764679,
-0.04111302271485329,
0.017270967364311218,
-0.03331833332777023,
0.09435158967971802,
-0.053054116666316986,
0.0004654606163967401,
0.1221303790807724,
0.06135101988911629,
0.03255901485681534,
-0.027426540851593018,
-0.013651048764586449,
-0.058931197971105576,
-0.04972817376255989,
-0.009836060926318169,
-0.005080395378172398,
-0.024641746655106544,
0.029224412515759468,
-0.020062796771526337,
-0.019780155271291733,
0.0371425561606884,
0.012962374836206436,
-0.08374132215976715,
-0.03476538509130478,
-0.10551657527685165,
0.008245010860264301,
-0.04188928380608559,
-0.0667404755949974,
-0.007419256027787924,
-0.017235390841960907,
-0.0642499327659607,
0.01293923519551754,
0.017659010365605354,
0.02523869276046753,
-0.036385536193847656,
0.02226847968995571,
0.06578308343887329,
-0.008168504573404789,
0.05603095889091492,
-0.023554785177111626,
0.027197228744626045,
0.021187879145145416,
0.058419838547706604,
0.010254238732159138,
-0.08085781335830688,
0.006693168077617884,
-0.06713137775659561,
-0.07218492031097412,
0.003021462121978402,
0.013996830210089684,
0.04419165477156639,
-0.08606322854757309,
0.017436178401112556,
-0.08072655647993088,
-0.006584330927580595,
-0.011613662354648113,
-0.007203572895377874,
-0.010949729941785336,
0.12635274231433868,
-0.0556231290102005,
-0.0380878672003746,
-0.044278595596551895,
-0.07423426955938339,
0.07990352064371109,
-0.06886330991983414,
-0.004695862997323275,
0.01035096775740385,
-0.027775125578045845,
0.0308954119682312,
-0.026837030425667763,
-0.08439470827579498,
-0.024183176457881927,
0.018851248547434807,
0.003827739506959915,
-0.09691210836172104,
-0.13135790824890137,
-0.06564045697450638,
0.03962964937090874,
-0.023047754541039467,
-0.041906703263521194,
0.0863155871629715,
-0.04954449087381363,
0.029970694333314896,
-0.02402300387620926,
-0.046422213315963745,
-0.053317684680223465,
0.001348852994851768,
0.06324207037687302,
-0.03239616006612778,
-0.004457492846995592,
-0.052284274250268936,
0.031992875039577484,
-0.1034487783908844,
0.0658615306019783,
0.08897626399993896,
0.06460560858249664,
0.09274104237556458,
0.01286283042281866,
-0.007278440520167351,
-0.02616035006940365,
0.03698056563735008,
0.03865250200033188,
0.027927760034799576,
0.014952882193028927,
-0.036631084978580475,
-0.028996499255299568,
-0.018734389916062355,
0.06365880370140076,
0.008502768352627754,
0.042426254600286484,
0.030783329159021378,
-0.03859548270702362,
-0.07126279175281525,
0.020466241985559464,
0.12404049932956696,
0.05284895747900009,
0.004365113098174334,
0.09128151834011078,
-0.07744024693965912,
-0.000036501169233815745,
0.04844356328248978,
2.3402129081963886e-33,
0.03198470175266266,
-0.015561873093247414,
0.07821519672870636,
0.11564358323812485,
0.12387888133525848,
-0.025870192795991898,
-0.03291750326752663,
0.05434266850352287,
-0.0391128845512867,
-0.02359382063150406,
-0.09575530886650085,
-0.07151338458061218,
-0.06737194210290909,
0.014900059439241886,
-0.00046604659291915596,
0.01841161958873272,
0.00377143663354218,
-0.04238530620932579,
-0.05237455666065216,
0.07363975048065186,
0.06281570345163345,
0.043909575790166855,
-0.05384697765111923,
-0.05106881633400917,
-0.06231541186571121,
-0.012289831414818764,
-0.009768897667527199,
-0.01209842786192894,
0.0018583383643999696,
0.03411627933382988,
-0.01647977903485298,
-0.0021644241642206907,
-0.03262427821755409,
-0.034208010882139206,
0.035898540169000626,
-0.054084114730358124,
0.06919248402118683,
0.01783456653356552,
0.075577512383461,
0.01327573787420988,
-0.0907445102930069,
-0.05281723290681839,
-0.027008868753910065,
0.019932419061660767,
0.024818524718284607,
-0.054779939353466034,
0.02218325436115265,
0.1474137157201767,
-0.08312879502773285,
0.007221149746328592,
-0.0007748997304588556,
-0.016244420781731606,
0.014058025553822517,
-0.06981368362903595,
0.006675015669316053,
0.016015520319342613,
0.018557734787464142,
0.002009605523198843,
-0.046611376106739044,
-0.0010496396571397781,
0.15138685703277588,
0.02171963080763817,
0.023767704144120216,
0.05886729434132576,
-0.030879897996783257,
0.06153953820466995,
0.04939685016870499,
0.03850782290101051,
0.0542585663497448,
-0.030574006959795952,
0.0027035020757466555,
0.013552074320614338,
0.07335716485977173,
-0.01516722235828638,
0.04817178100347519,
-0.012142256833612919,
-0.029797159135341644,
-0.033804334700107574,
-0.12209921330213547,
0.025308385491371155,
-0.008084292523562908,
0.04661145806312561,
-0.05784614756703377,
-0.054309383034706116,
-0.058976344764232635,
-0.061533235013484955,
0.032256998121738434,
-0.13083621859550476,
0.04325149953365326,
0.026584438979625702,
-0.021931985393166542,
0.019708754494786263,
0.05772939696907997,
-0.014294572174549103,
0.004841006360948086,
-4.838548541019591e-33,
0.01548109482973814,
-0.003631339641287923,
0.017498476430773735,
-0.031578436493873596,
0.06087220832705498,
-0.10930879414081573,
0.024544404819607735,
0.01647583395242691,
0.10186761617660522,
-0.03730671480298042,
-0.1038857027888298,
-0.048304375261068344,
-0.004553953651338816,
-0.0522393062710762,
0.060636259615421295,
-0.02401583641767502,
0.006779372226446867,
-0.00006809239130234346,
-0.053300075232982635,
0.04303750395774841,
0.03409750759601593,
0.013200580142438412,
-0.07635127753019333,
0.008495570160448551,
0.01804029941558838,
0.051136232912540436,
-0.06417356431484222,
0.015379090793430805,
-0.005198775790631771,
0.007669462356716394,
-0.09816411882638931,
-0.06725789606571198,
0.04566825553774834,
-0.01544575858861208,
-0.10768052935600281,
0.012949560768902302,
-0.007708990480750799,
-0.08178959041833878,
-0.02349437214434147,
0.07241550087928772,
0.06655873358249664,
-0.1635051816701889,
0.026262599974870682,
-0.0026875953190028667,
0.009136888198554516,
0.006509984843432903,
0.03398532047867775,
0.0031340820714831352,
0.007829203270375729,
-0.025031331926584244,
0.09319942444562912,
0.020819775760173798,
-0.0418725423514843,
0.013692638836801052,
0.010988104157149792,
0.0373411700129509,
-0.019904443994164467,
-0.01281892042607069,
-0.03271741420030594,
0.08658214658498764,
-0.06676212698221207,
-0.01801162399351597,
-0.050137151032686234,
0.0848645269870758,
-0.03765072301030159,
-0.06989048421382904,
-0.04995105788111687,
-0.06146122142672539,
-0.001899692346341908,
-0.04841803014278412,
-0.018347494304180145,
-0.016389120370149612,
0.023667171597480774,
-0.002459597075358033,
0.07246530055999756,
0.028942272067070007,
-0.0772017389535904,
0.0754975974559784,
-0.026682835072278976,
-0.05443359166383743,
-0.08857666701078415,
-0.047272663563489914,
0.0055180019699037075,
-0.009214836172759533,
-0.015304725617170334,
-0.044169530272483826,
0.04533740505576134,
-0.03366959095001221,
-0.04063626006245613,
-0.025194337591528893,
0.01625019498169422,
0.06626004725694656,
0.05680276080965996,
0.017425768077373505,
-0.04369291290640831,
-5.2939487460434975e-8,
0.023115478456020355,
0.049122799187898636,
0.01640341989696026,
-0.03751986101269722,
0.022222500294446945,
0.03247635066509247,
0.01596604473888874,
0.03775693103671074,
0.026234902441501617,
0.057112593203783035,
-0.05326002836227417,
0.03121930919587612,
0.03442663326859474,
0.0256710983812809,
-0.012768569402396679,
-0.048237502574920654,
0.082692451775074,
-0.03539445623755455,
-0.005623994395136833,
-0.02276184782385826,
0.08246921747922897,
0.011690808460116386,
-0.030266903340816498,
0.01523607224225998,
-0.026850612834095955,
-0.02432793378829956,
-0.06542601436376572,
0.045675426721572876,
-0.05229005962610245,
0.013360278680920601,
0.07637843489646912,
-0.009649445302784443,
-0.000655725656542927,
0.012789623811841011,
-0.1163770854473114,
-0.058253705501556396,
0.07006649672985077,
0.028601299971342087,
-0.004079353529959917,
-0.0278328824788332,
0.014993357472121716,
0.0013280976563692093,
-0.04552950710058212,
-0.02924938313663006,
0.07051920145750046,
0.02514800615608692,
0.048353519290685654,
-0.08688290417194366,
0.010624025948345661,
0.04235402122139931,
-0.06363237649202347,
-0.03580117225646973,
0.04922262206673622,
-0.03938985988497734,
0.038536835461854935,
-0.0695393905043602,
-0.00006436662079067901,
-0.009191557765007019,
-0.07648419588804245,
0.06785275787115097,
0.0790468081831932,
0.10480663925409317,
-0.04602035507559776,
0.037940770387649536
] |
skr3178/xlm-roberta-base-finetuned-panx-de | 3dd7f4d94a3698ec129db495509af67ddc3a768a | 2022-05-31T22:09:30.000Z | [
"pytorch",
"tensorboard",
"xlm-roberta",
"token-classification",
"dataset:xtreme",
"transformers",
"generated_from_trainer",
"license:mit",
"model-index",
"autotrain_compatible"
] | token-classification | false | skr3178 | null | skr3178/xlm-roberta-base-finetuned-panx-de | 0 | null | transformers | ---
license: mit
tags:
- generated_from_trainer
datasets:
- xtreme
metrics:
- f1
model-index:
- name: xlm-roberta-base-finetuned-panx-de
results:
- task:
name: Token Classification
type: token-classification
dataset:
name: xtreme
type: xtreme
args: PAN-X.de
metrics:
- name: F1
type: f1
value: 0.8627004891366169
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# xlm-roberta-base-finetuned-panx-de
This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on the xtreme dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1363
- F1: 0.8627
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 24
- eval_batch_size: 24
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
### Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|:-------------:|:-----:|:----:|:---------------:|:------:|
| 0.2539 | 1.0 | 525 | 0.1697 | 0.8179 |
| 0.1317 | 2.0 | 1050 | 0.1327 | 0.8516 |
| 0.0819 | 3.0 | 1575 | 0.1363 | 0.8627 |
### Framework versions
- Transformers 4.11.3
- Pytorch 1.11.0+cu113
- Datasets 1.16.1
- Tokenizers 0.10.3
| [
-0.05284000188112259,
-0.034744832664728165,
-0.025487145408988,
0.004781401250511408,
0.05486736074090004,
0.055127911269664764,
0.0038709109649062157,
0.07378792017698288,
-0.022287914529442787,
-0.0739041194319725,
-0.007941222749650478,
-0.10469004511833191,
0.03974278271198273,
-0.051962580531835556,
-0.02879198081791401,
0.01886546052992344,
0.07092972844839096,
-0.04629579931497574,
-0.11469625681638718,
0.07512828707695007,
0.03778192400932312,
0.03151541203260422,
0.025234375149011612,
0.08498276025056839,
-0.031043842434883118,
0.006377621088176966,
-0.03288891538977623,
0.010723363608121872,
0.0190191101282835,
0.01929454132914543,
-0.00233991420827806,
0.10745556652545929,
0.049955904483795166,
0.04744139313697815,
0.008456933312118053,
0.048067621886730194,
0.0011985092423856258,
-0.06576981395483017,
0.017565274611115456,
-0.07111314684152603,
0.0395004078745842,
-0.048673201352357864,
0.013455552980303764,
0.028971761465072632,
0.034025561064481735,
0.015186472795903683,
0.010033708065748215,
-0.09173200279474258,
-0.03536880761384964,
0.04676171392202377,
-0.04408431798219681,
0.011454864405095577,
0.03240010514855385,
-0.02058226615190506,
-0.021026380360126495,
0.012931439094245434,
-0.04908754304051399,
-0.06587155163288116,
-0.007257849909365177,
-0.029148628935217857,
-0.001554077141918242,
-0.02435969188809395,
-0.06127718836069107,
0.005276898853480816,
-0.08027254045009613,
-0.09410224109888077,
-0.06360935419797897,
0.005934819579124451,
0.06837295740842819,
-0.002367801731452346,
0.048790521919727325,
0.014492464251816273,
-0.034341275691986084,
0.01251271553337574,
0.05343920364975929,
0.0766022801399231,
0.040861841291189194,
0.02540374919772148,
0.06390419602394104,
-0.11966253072023392,
-0.05127420648932457,
-0.034368861466646194,
0.0630086213350296,
0.017642922699451447,
0.06942416727542877,
-0.0009107015212066472,
0.060136158019304276,
0.04516102373600006,
0.01582253910601139,
0.028457924723625183,
-0.01598907820880413,
0.04361794888973236,
-0.004137448966503143,
0.04613273963332176,
-0.054747313261032104,
-0.009460215456783772,
0.033865757286548615,
0.022569704800844193,
-0.07897604256868362,
0.13688506186008453,
-0.03536072000861168,
0.0994170531630516,
0.0413559265434742,
0.07525911182165146,
-0.012650998309254646,
-0.04985016584396362,
0.029105477035045624,
0.08124910295009613,
0.030904969200491905,
-0.037816185504198074,
0.07988407462835312,
-0.03339763730764389,
-0.04226154088973999,
0.01453274954110384,
-0.025202838703989983,
0.1251349151134491,
-0.05190252140164375,
-0.025957006961107254,
-0.042820487171411514,
0.07498043775558472,
-0.019704028964042664,
-0.09878648817539215,
-0.02237759716808796,
0.038775522261857986,
-0.06215663626790047,
-0.04930700361728668,
-0.062201958149671555,
4.643988062911179e-33,
-0.04262431338429451,
0.03890692815184593,
0.05590398609638214,
-0.014613592065870762,
-0.018717987462878227,
-0.06981199979782104,
0.003615891793742776,
-0.01393384300172329,
-0.023435818031430244,
0.049345046281814575,
-0.06595734506845474,
0.06710449606180191,
-0.03524807468056679,
0.0758158415555954,
-0.021711088716983795,
-0.028031855821609497,
-0.026701794937253,
0.014092281460762024,
-0.0013926519313827157,
0.02504432573914528,
0.16156154870986938,
-0.007515933830291033,
-0.017545530572533607,
-0.07282965630292892,
0.0015707912389189005,
0.11398576945066452,
0.050300877541303635,
-0.02763107419013977,
-0.021000446751713753,
0.057430971413850784,
-0.08142068237066269,
-0.040556252002716064,
0.05304957181215286,
0.01597348041832447,
0.005488822236657143,
0.04593256115913391,
0.03205040097236633,
0.004045566543936729,
-0.031771816313266754,
0.010609200224280357,
0.014116046018898487,
0.012992792762815952,
0.01978140138089657,
-0.08989688754081726,
-0.04199938103556633,
-0.007959472015500069,
0.0574844628572464,
-0.016435083001852036,
0.05674997717142105,
0.019541921094059944,
-0.021312732249498367,
-0.04061024263501167,
0.021198734641075134,
-0.01747273840010166,
-0.058149341493844986,
0.015763580799102783,
-0.007175787817686796,
0.10411052405834198,
-0.006914564874023199,
-0.0284377783536911,
0.024486850947141647,
0.0019673104397952557,
-0.025815241038799286,
0.035322368144989014,
0.011427179910242558,
0.00782790593802929,
-0.021529311314225197,
-0.09910254925489426,
0.014559755101799965,
0.05154000595211983,
-0.07379048317670822,
-0.010378959588706493,
0.05975422263145447,
0.0012942661996930838,
0.1249186173081398,
-0.05871552973985672,
0.013688487000763416,
0.007666339632123709,
-0.08254405111074448,
0.0011531648924574256,
0.054151009768247604,
0.029287099838256836,
-0.06486253440380096,
-0.04533231630921364,
-0.07410255074501038,
-0.06055639311671257,
0.02638206072151661,
-0.006507847923785448,
-0.07273341715335846,
0.05124060809612274,
-0.0029507880099117756,
0.0197982769459486,
-0.04693452641367912,
0.04165487363934517,
-0.11547653377056122,
-4.404954592749328e-33,
-0.05165793001651764,
0.021667247638106346,
-0.03496406599879265,
0.01963440701365471,
-0.005817325785756111,
0.0033143735490739346,
0.05404125526547432,
0.09848399460315704,
-0.02535131387412548,
-0.021380987018346786,
0.10746271908283234,
-0.013983001932501793,
-0.054922934621572495,
0.005848898086696863,
-0.0374981053173542,
0.05218851938843727,
-0.058098204433918,
-0.03209108114242554,
-0.047239549458026886,
-0.01986525021493435,
-0.019604437053203583,
0.12889932096004486,
-0.03662368655204773,
0.007069118786603212,
-0.02079290896654129,
0.04550880938768387,
0.0706063061952591,
0.1031634509563446,
0.04832542687654495,
-0.0600040927529335,
0.004166805185377598,
0.0011241313768550754,
-0.043512098491191864,
0.05053272098302841,
-0.034651756286621094,
0.016536982730031013,
0.022441770881414413,
0.018347736448049545,
-0.0678451657295227,
0.08036695420742035,
0.021025678142905235,
0.03824673220515251,
-0.05727757140994072,
0.05364398658275604,
0.06485693901777267,
-0.0461493581533432,
0.02198682352900505,
-0.045346230268478394,
0.06280717998743057,
-0.008857163600623608,
0.03539969399571419,
-0.06806867569684982,
-0.06507008522748947,
0.009447390213608742,
-0.03875275328755379,
-0.02909698523581028,
0.06850306689739227,
-0.08302292972803116,
-0.07891719043254852,
-0.031465232372283936,
-0.011131918989121914,
0.007047445513308048,
-0.02881796658039093,
0.002036080928519368,
0.08490002155303955,
-0.053152699023485184,
-0.07829885929822922,
0.023745831102132797,
-0.032739121466875076,
0.08749724179506302,
-0.020477615296840668,
0.03269520774483681,
0.010936092585325241,
-0.021274153143167496,
-0.00036498933332040906,
0.04676560312509537,
-0.05181217938661575,
-0.053032830357551575,
-0.018201379105448723,
-0.09141628444194794,
-0.06463239341974258,
-0.0574556440114975,
0.0829770639538765,
0.09882911294698715,
0.05510299652814865,
0.05225050076842308,
0.05068105459213257,
0.10545985400676727,
-0.016204699873924255,
-0.021744132041931152,
-0.004194600973278284,
-0.029239486902952194,
0.005724199581891298,
0.11012063920497894,
-0.065700463950634,
-5.7299306632785374e-8,
-0.05106470733880997,
0.007340240757912397,
-0.11637264490127563,
0.07590965181589127,
-0.031589165329933167,
0.003212967189028859,
-0.038928765803575516,
-0.04793069139122963,
-0.010363968089222908,
0.019140398129820824,
-0.004641401115804911,
0.01692039519548416,
-0.12043267488479614,
0.0007905987440608442,
-0.019109519198536873,
-0.0431709922850132,
-0.0012082831235602498,
0.1065322682261467,
-0.042935311794281006,
-0.03705289214849472,
0.010022256523370743,
-0.017233658581972122,
0.028399111703038216,
-0.10417123138904572,
0.05364549160003662,
-0.10788075625896454,
-0.02382098324596882,
0.11053464561700821,
-0.02371843159198761,
-0.0013766444753855467,
-0.04576560854911804,
0.02654387801885605,
0.020335650071501732,
0.013198536820709705,
-0.03402314335107803,
0.048987023532390594,
-0.021031858399510384,
0.015530054457485676,
0.03575140982866287,
0.07104665786027908,
-0.007094309665262699,
0.01894521340727806,
-0.11442842334508896,
-0.021592363715171814,
0.0599539540708065,
0.020202595740556717,
0.049318596720695496,
-0.08525111526250839,
0.06300447136163712,
0.026188906282186508,
0.00815013237297535,
-0.004661932121962309,
-0.03719373419880867,
-0.009503868408501148,
-0.02057846449315548,
0.05211756378412247,
-0.05230284482240677,
-0.02179863303899765,
0.03977971896529198,
-0.03522784635424614,
0.003920199815183878,
-0.06597049534320831,
-0.024225503206253052,
-0.005326527636498213
] |
jppaolim/v40_NeoSmall | 4bfb518bfe206f0aad0f40c12cfa1114e94a153a | 2022-05-31T22:23:08.000Z | [
"pytorch",
"gpt_neo",
"text-generation",
"transformers"
] | text-generation | false | jppaolim | null | jppaolim/v40_NeoSmall | 0 | null | transformers | # My Story model
Arthur goes to the beach. Arthur is in the ocean. He is enjoying the water. He cannot wait for the sun to rise. He goes to the beach. It is very hot outside.
Arthur goes to the beach. Arthur is going to the beach. He is going to the beach. He is going to go swimming. He feels a breeze on his shirt. He feels very relaxed.
Arthur goes to the beach. Arthur is walking on the beach. He notices a sign for the beach club. He asks for a cab. He gets a cab to go to the beach. Arthur and his friends go to the beach together.
Arthur goes to the beach. Arthur was excited to go to the beach. He drove his car to the beach. When he got there, he was amazed at the waves. The waves had a huge sandcastle. Arthur went to the beach and enjoyed the beach.
Arthur goes to the beach. Arthur is playing in the sand with his friends. He is having a great time, and they are all laughing. They all seem to be enjoying themselves. Arthur decides he has to leave. Arthur is sad that he will not be able to go to the beach.
Arthur goes to the beach. Arthur wants to go to the beach. He decides to go to the beach. He sees a sign for the beach. He goes to the beach. Arthur is happy to go to the beach.
Arthur goes to the beach. Arthur is at the beach. He is playing with his friends. They go swimming. Arthur is caught in a water. Arthur is taken to the beach.
Arthur goes to the beach. Arthur is in the ocean. He is bored. He decides to go to the beach. He is bored for a few hours. Arthur leaves the beach.
Arthur goes to the beach. Arthur is out swimming. He is going to the beach. He goes to the beach. He goes to the beach. He goes to the beach.
Arthur goes to the beach. Arthur was at the beach with his friends. They went swimming and laid out on the sand. They found a beach they liked. They decided to go to the beach and play. They were so happy that they decided to go back to the beach.
Arthur goes to the beach. Arthur is at the beach with his family. They are going to go to the beach. Arthur is very excited. He is going to go to the beach. Arthur is happy that he went to the beach.
Arthur goes to the beach. Arthur was at the beach with his friends. They were having a great time. They all went to the beach. They had a great time. Arthur is very happy.
Arthur goes to the beach. Arthur is bored. He decides to go to the beach. He goes to the beach. He goes to the beach. He is happy that he went to the beach.
Arthur goes to the beach. Arthur is bored. He decides to go to the beach. He is very bored. He decides to go to the beach. Arthur is happy that he went to the beach.
Arthur goes to the beach. Arthur is on his way to the beach. He is going to the beach. He is going to the beach. He is going to the beach. Arthur is going to the beach.
| [
0.02437853440642357,
0.024326201528310776,
0.04338584840297699,
0.003532743314281106,
0.053990092128515244,
0.03742872178554535,
0.09648462384939194,
-0.03824625909328461,
0.08677304536104202,
-0.03004903718829155,
0.0814489796757698,
-0.028935296460986137,
0.03489680588245392,
0.08605895191431046,
0.08153694123029709,
0.03402959555387497,
-0.050599951297044754,
-0.03897605836391449,
-0.06481266021728516,
0.006212085485458374,
-0.02477094531059265,
-0.016091061756014824,
-0.05157267302274704,
-0.006249496713280678,
-0.05715280398726463,
-0.061051145195961,
0.022062908858060837,
0.001566338469274342,
-0.07587023824453354,
-0.051023930311203,
-0.09150245040655136,
0.007885879836976528,
-0.06138114631175995,
-0.03503234684467316,
-0.02550254389643669,
-0.0293738953769207,
-0.08088091015815735,
-0.02546112984418869,
0.03299054875969887,
0.006416328717023134,
-0.06278761476278305,
-0.006110657937824726,
0.08302789181470871,
0.024036189541220665,
0.05437818542122841,
0.013053673319518566,
-0.009734682738780975,
0.020661303773522377,
0.07503975927829742,
0.0007832894334569573,
-0.10017997771501541,
0.024918939918279648,
-0.08831917494535446,
-0.09576751291751862,
-0.02247501350939274,
0.012751537375152111,
0.034845203161239624,
-0.07838063687086105,
-0.00141707353759557,
-0.09248252213001251,
0.05333101376891136,
-0.0006443497841246426,
-0.0004367524816188961,
0.0008877883083187044,
0.10047847032546997,
-0.046151936054229736,
-0.022203639149665833,
-0.015728656202554703,
-0.05677654966711998,
0.13381327688694,
-0.06413556635379791,
0.0011176724219694734,
0.04667399823665619,
-0.010112332180142403,
0.01798754371702671,
-0.021330008283257484,
-0.0679173618555069,
-0.004196863621473312,
0.003754132892936468,
0.019842296838760376,
-0.09607093781232834,
-0.12902629375457764,
-0.055931903421878815,
0.026436587795615196,
-0.017403176054358482,
-0.037479083985090256,
0.05284104868769646,
-0.035233642905950546,
-0.013832814060151577,
-0.0177625585347414,
-0.0813102051615715,
-0.059464700520038605,
0.00613874476402998,
0.0500786267220974,
-0.027505949139595032,
0.03341573849320412,
-0.03251437470316887,
0.020644405856728554,
-0.09103236347436905,
0.08441101014614105,
0.051153916865587234,
0.1078854352235794,
0.05190170928835869,
-0.010781798511743546,
-0.009799079038202763,
0.004936253186315298,
-0.0070573994889855385,
0.035433560609817505,
0.06111954152584076,
0.007624235935509205,
-0.030927157029509544,
-0.00869529414921999,
-0.008285360410809517,
0.032003581523895264,
0.02384164370596409,
0.06920281052589417,
0.011213263496756554,
-0.04503265395760536,
-0.03303443267941475,
0.0012467446504160762,
0.1235785037279129,
0.052272845059633255,
0.04120064526796341,
0.11668529361486435,
-0.052532076835632324,
0.022927958518266678,
0.04379241541028023,
1.6249705134691057e-33,
0.021815462037920952,
-0.002840410452336073,
0.07214511930942535,
0.09142686426639557,
0.15500150620937347,
-0.008942940272390842,
-0.08350924402475357,
0.02943444810807705,
-0.04996192455291748,
-0.011253410018980503,
-0.09751780331134796,
-0.04447707161307335,
-0.06789570301771164,
-0.015908880159258842,
0.008799875155091286,
-0.011322961188852787,
0.007207098882645369,
-0.06659253686666489,
-0.06657028943300247,
0.02999730035662651,
0.050820183008909225,
0.023768961429595947,
-0.03093044087290764,
-0.015236090868711472,
-0.10006137937307358,
0.010174634866416454,
0.010382754728198051,
-0.005488419905304909,
0.014280539937317371,
0.039686691015958786,
-0.030746083706617355,
-0.024296937510371208,
-0.04422697797417641,
-0.03610009327530861,
0.05484117195010185,
-0.04336438328027725,
0.016608068719506264,
0.03791619837284088,
0.029787546023726463,
0.001520740333944559,
-0.07435961812734604,
-0.02842043898999691,
-0.034492455422878265,
0.01665276288986206,
0.0006921609165146947,
-0.054630640894174576,
0.04710179194808006,
0.1607501357793808,
-0.09183765947818756,
-0.006605810485780239,
-0.025380142033100128,
-0.019755465909838676,
0.05163812264800072,
-0.05145100876688957,
-0.011722552590072155,
-0.03543436899781227,
0.03785918653011322,
-0.04210219159722328,
-0.06469045579433441,
-0.03422454744577408,
0.1565452665090561,
0.031036056578159332,
0.03462432324886322,
0.04401452839374542,
-0.02538979798555374,
0.10312900692224503,
0.014582312665879726,
-0.015338554978370667,
0.045125812292099,
-0.053993239998817444,
-0.026250528171658516,
0.02803378738462925,
0.07883090525865555,
-0.0086974510923028,
0.004396401811391115,
-0.006200488191097975,
-0.06998199224472046,
-0.03239521011710167,
-0.0816870778799057,
0.028206078335642815,
-0.010623435489833355,
0.033770058304071426,
-0.07119891792535782,
-0.025033900514245033,
-0.06169147416949272,
-0.03191452845931053,
0.061979662626981735,
-0.15004223585128784,
-0.01747056655585766,
0.035255249589681625,
-0.030674774199724197,
0.035554248839616776,
0.11342237144708633,
-0.025164084509015083,
0.014924594201147556,
-4.7680611242984866e-33,
0.0315314419567585,
0.02595731057226658,
-0.01518554612994194,
-0.039903733879327774,
0.10319007933139801,
-0.0759136900305748,
0.0067823780700564384,
-0.030243055894970894,
0.07842135429382324,
-0.07040808349847794,
-0.057600170373916626,
-0.03631841763854027,
-0.014229604043066502,
-0.02619929239153862,
0.06229281798005104,
-0.04143716022372246,
0.031215282157063484,
-0.02516019344329834,
-0.041566602885723114,
0.03303862363100052,
0.01092895120382309,
0.022161386907100677,
-0.013484654948115349,
0.016822760924696922,
-0.002686701714992523,
0.09187018126249313,
-0.017342936247587204,
0.016126789152622223,
-0.017593003809452057,
0.010403362102806568,
-0.06966803967952728,
-0.027176346629858017,
0.057029347866773605,
-0.04929839074611664,
-0.08191350102424622,
0.035923853516578674,
-0.007215872872620821,
-0.07369040697813034,
-0.03564998880028725,
0.03578828275203705,
0.08188368380069733,
-0.13918088376522064,
0.04898843914270401,
-0.0007974684704095125,
0.02634878270328045,
0.015910886228084564,
0.0197604987770319,
-0.009016702882945538,
0.0077739073894917965,
-0.012953625991940498,
0.09113094955682755,
-0.013305405154824257,
-0.04637788236141205,
-0.018408052623271942,
0.012506527826189995,
0.06181056424975395,
-0.04062553867697716,
0.007826010696589947,
-0.01129255909472704,
0.08509209007024765,
-0.062636598944664,
0.04646461457014084,
-0.04669523239135742,
0.05276409536600113,
-0.011163147166371346,
-0.049900587648153305,
-0.06990086287260056,
-0.0243536327034235,
-0.014588137157261372,
-0.0503474585711956,
-0.03017462231218815,
0.0014379873173311353,
-0.027190016582608223,
-0.007040129508823156,
0.1039104163646698,
0.03870571032166481,
-0.10051409900188446,
0.08077061176300049,
-0.04149274155497551,
-0.06281021237373352,
-0.12059880793094635,
-0.0449884794652462,
-0.019652405753731728,
0.027017157524824142,
-0.0338398814201355,
-0.06520314514636993,
0.05076150596141815,
-0.012771866284310818,
-0.032785408198833466,
-0.014549105428159237,
0.02877303585410118,
0.0866537019610405,
0.07601100206375122,
0.018612248823046684,
-0.040541600435972214,
-5.386802826023995e-8,
-0.010506569407880306,
0.024009250104427338,
0.009426433593034744,
-0.06220874935388565,
0.002576260594651103,
0.044892098754644394,
0.02967623434960842,
-0.009530615992844105,
-0.011911839246749878,
0.02316543646156788,
-0.01538372877985239,
0.04292227700352669,
0.007590041495859623,
0.0478622168302536,
-0.05895984172821045,
-0.047587815672159195,
0.027239913120865822,
-0.01138319168239832,
-0.036837778985500336,
-0.019926901906728745,
0.045827142894268036,
-0.035099197179079056,
-0.030412618070840836,
0.006527148187160492,
-0.027042530477046967,
-0.0008185364422388375,
-0.04265892878174782,
-0.010997653938829899,
-0.04331767559051514,
0.031277846544981,
0.05235288292169571,
-0.0075845918618142605,
0.020292749628424644,
0.02252534031867981,
-0.12013009935617447,
-0.05380682274699211,
0.06988366693258286,
0.0142473503947258,
0.018498068675398827,
0.0076613835990428925,
-0.007783121429383755,
-0.010550064034759998,
-0.06723042577505112,
-0.00879827979952097,
0.06493134051561356,
0.03553596884012222,
0.06638756394386292,
-0.08369575440883636,
-0.013652889989316463,
0.03615087270736694,
-0.05812034383416176,
-0.04078711196780205,
0.0384880006313324,
-0.03184149041771889,
0.01979013904929161,
-0.05014105141162872,
0.019274549558758736,
0.03037853352725506,
-0.04378640651702881,
0.06360341608524323,
0.06663435697555542,
0.08685630559921265,
-0.05734262615442276,
0.039865124970674515
] |
skr3178/xlm-roberta-base-finetuned-panx-de-fr | 20315cc1e9ca834750316a98caa11e8ee6fd50c5 | 2022-05-31T22:37:32.000Z | [
"pytorch",
"xlm-roberta",
"token-classification",
"transformers",
"generated_from_trainer",
"license:mit",
"model-index",
"autotrain_compatible"
] | token-classification | false | skr3178 | null | skr3178/xlm-roberta-base-finetuned-panx-de-fr | 0 | null | transformers | ---
license: mit
tags:
- generated_from_trainer
metrics:
- f1
model-index:
- name: xlm-roberta-base-finetuned-panx-de-fr
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# xlm-roberta-base-finetuned-panx-de-fr
This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1644
- F1: 0.8617
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 24
- eval_batch_size: 24
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
### Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|:-------------:|:-----:|:----:|:---------------:|:------:|
| 0.2891 | 1.0 | 715 | 0.1780 | 0.8288 |
| 0.1471 | 2.0 | 1430 | 0.1627 | 0.8509 |
| 0.0947 | 3.0 | 2145 | 0.1644 | 0.8617 |
### Framework versions
- Transformers 4.11.3
- Pytorch 1.11.0+cu113
- Datasets 1.16.1
- Tokenizers 0.10.3
| [
-0.054756514728069305,
-0.06388451904058456,
-0.06484679877758026,
0.02268204279243946,
0.021249927580356598,
0.07836783677339554,
-0.031944725662469864,
0.015699639916419983,
-0.02683720365166664,
-0.06093623861670494,
0.004145241808146238,
-0.07167285680770874,
0.03996129706501961,
-0.0769205316901207,
-0.07079233974218369,
0.04464657977223396,
0.08952389657497406,
-0.04724680632352829,
-0.11531048268079758,
0.04168497025966644,
0.03836369886994362,
0.031191391870379448,
0.046001140028238297,
0.037801340222358704,
0.001192957628518343,
0.002418750198557973,
-0.04162219166755676,
0.03851000592112541,
0.026200169697403908,
0.0020036452915519476,
0.002249260200187564,
0.06600891053676605,
0.02343115210533142,
0.06014655530452728,
0.020854009315371513,
0.03193315118551254,
-0.008481265045702457,
-0.045545246452093124,
0.02642461471259594,
-0.002955003874376416,
0.022578582167625427,
-0.022842731326818466,
-0.032670214772224426,
0.037722233682870865,
0.02495655231177807,
-0.019385363906621933,
-0.010463972575962543,
-0.07866509258747101,
-0.04375339299440384,
0.018061574548482895,
-0.09106472134590149,
0.005019119940698147,
0.03490041196346283,
-0.020500021055340767,
-0.04477810114622116,
0.02834402769804001,
-0.022677958011627197,
-0.03676876053214073,
-0.02683344855904579,
-0.059620924293994904,
-0.06170317530632019,
-0.04590949788689613,
-0.10377229005098343,
-0.023892855271697044,
-0.07490377873182297,
-0.07433062791824341,
-0.0546501949429512,
0.037584975361824036,
0.07687213271856308,
0.0008448123116977513,
0.020811939612030983,
0.004758516326546669,
-0.03557299077510834,
0.041019048541784286,
0.021725738421082497,
0.04448726400732994,
0.028555909171700478,
0.03679073229432106,
0.06096072122454643,
-0.07592611759901047,
-0.025640377774834633,
-0.010882401838898659,
0.04845254495739937,
-0.00914006493985653,
0.04800178483128548,
0.0015224905218929052,
0.0714196264743805,
0.06489691138267517,
0.04277250915765762,
-0.016241658478975296,
-0.019673936069011688,
0.02233785018324852,
-0.02813185751438141,
0.03079032152891159,
-0.036107104271650314,
0.019064318388700485,
0.016886308789253235,
0.009948097169399261,
-0.07053928077220917,
0.1100173220038414,
-0.01935219019651413,
0.09586948901414871,
0.046698227524757385,
0.07081867754459381,
-0.022802837193012238,
-0.020827440544962883,
0.0482054129242897,
0.13889697194099426,
0.0345953106880188,
-0.052583470940589905,
0.11551546305418015,
-0.0023720581084489822,
-0.03194305673241615,
-0.002263722475618124,
0.016112465411424637,
0.11913695186376572,
0.003618482965976,
-0.05274948850274086,
-0.04829175025224686,
0.0761505588889122,
-0.027778927236795425,
-0.08894600719213486,
-0.018809590488672256,
0.03103156015276909,
-0.051293496042490005,
-0.030269034206867218,
-0.08469481766223907,
2.4954584267285727e-33,
0.006539550144225359,
0.025981413200497627,
0.023951731622219086,
-0.05011755973100662,
-0.004156851209700108,
-0.0003191047580912709,
0.020293062552809715,
-0.01738620549440384,
0.009652168489992619,
0.028476513922214508,
-0.10586842894554138,
0.046446382999420166,
-0.030338691547513008,
0.05482601001858711,
-0.006712119095027447,
-0.01566837541759014,
-0.024176284670829773,
0.01836942881345749,
0.022576093673706055,
0.04232824966311455,
0.16697315871715546,
0.03511103242635727,
-0.04543130472302437,
-0.07938356697559357,
-0.03250850737094879,
0.08480958640575409,
0.06835836917161942,
-0.01534575317054987,
-0.04015890881419182,
0.049186304211616516,
-0.0653952956199646,
0.03243546932935715,
0.004942251369357109,
-0.023357883095741272,
0.027892692014575005,
0.017437372356653214,
-0.054080892354249954,
0.040875229984521866,
0.029337285086512566,
-0.019852256402373314,
0.00061799242394045,
0.0018012230284512043,
0.07602382451295853,
-0.05207129940390587,
-0.06135981157422066,
-0.034229591488838196,
0.04320304095745087,
0.005738639272749424,
0.06720229983329773,
0.014085053466260433,
-0.008554380387067795,
-0.011888169683516026,
0.057846084237098694,
-0.003040169831365347,
-0.06821990013122559,
0.05240743234753609,
0.050310805439949036,
0.11727740615606308,
-0.02769678272306919,
-0.02559518627822399,
0.014430610463023186,
-0.019112655892968178,
-0.029224693775177002,
0.01937185227870941,
0.0045630536042153835,
0.003019422758370638,
-0.048066627234220505,
-0.094039186835289,
0.033615872263908386,
0.05483226478099823,
-0.08259528875350952,
-0.014088091440498829,
0.04904229938983917,
-0.002316765720024705,
0.1392136961221695,
-0.09162263572216034,
0.037912461906671524,
0.005114780738949776,
-0.05680022016167641,
-0.033188480883836746,
0.08043672144412994,
0.05508750304579735,
-0.03986653313040733,
-0.044149477034807205,
-0.04356436803936958,
-0.08862341195344925,
-0.004188477993011475,
-0.01872766949236393,
-0.0691772848367691,
0.016057414934039116,
0.008035844191908836,
0.041379619389772415,
-0.06735818833112717,
0.021668069064617157,
-0.08979742974042892,
-2.4657061136962836e-33,
0.026407582685351372,
0.06971292942762375,
-0.03157302364706993,
0.08782036602497101,
-0.0032510561868548393,
0.03383442386984825,
0.06236184760928154,
0.11367017775774002,
-0.04742273688316345,
-0.034605614840984344,
0.1314992904663086,
-0.03200343996286392,
-0.060899537056684494,
0.016770530492067337,
-0.021175993606448174,
0.056030552834272385,
-0.06690751016139984,
-0.021665675565600395,
-0.046719204634428024,
-0.05637688562273979,
-0.05699808523058891,
0.09304634481668472,
-0.0473012700676918,
0.04168730601668358,
-0.009474328719079494,
0.015316355042159557,
0.0781349390745163,
0.09730412811040878,
0.055510129779577255,
-0.03235078603029251,
0.005347370635718107,
0.0008327099494636059,
-0.0397033728659153,
0.008546467870473862,
-0.03346479684114456,
0.05757056549191475,
0.059372611343860626,
-0.0048856367357075214,
-0.05080315098166466,
0.09123321622610092,
0.03653610125184059,
0.06445182859897614,
-0.0410768948495388,
0.0743754580616951,
0.027643179520964622,
-0.019870096817612648,
-0.007621935568749905,
-0.05717194452881813,
-0.010740761645138264,
-0.004463927820324898,
-0.007701221387833357,
-0.06059790775179863,
-0.09262137115001678,
0.019867530092597008,
-0.01786224916577339,
-0.05322319269180298,
0.05241350457072258,
-0.05553771182894707,
-0.05397315323352814,
0.0004265481838956475,
-0.018733670935034752,
0.03857629746198654,
-0.0411299392580986,
-0.008831663988530636,
0.056376952677965164,
-0.047938477247953415,
-0.06719887256622314,
0.04930869862437248,
-0.025405263528227806,
0.08502534031867981,
-0.0006218987982720137,
0.02594158798456192,
0.03152436763048172,
-0.0011669239029288292,
0.024963226169347763,
0.06825593113899231,
-0.061871521174907684,
-0.024958431720733643,
-0.06300408393144608,
-0.10126709938049316,
-0.02353563718497753,
-0.034563492983579636,
0.02306084707379341,
0.0951291173696518,
0.039012666791677475,
0.07962749153375626,
0.09386752545833588,
0.07510818541049957,
-0.033668115735054016,
-0.0021087536588311195,
0.03238506615161896,
-0.030140284448862076,
0.014894411899149418,
0.11068171262741089,
-0.04464126378297806,
-5.5625452688445876e-8,
-0.03467399254441261,
0.03858666121959686,
-0.07923836261034012,
0.05090280994772911,
-0.027060383930802345,
0.009103519842028618,
-0.013357862830162048,
0.014085359871387482,
-0.020500045269727707,
0.039228469133377075,
0.045827656984329224,
0.0008445312851108611,
-0.14551198482513428,
0.02397380955517292,
-0.002891279524192214,
-0.0014441487146541476,
-0.022380508482456207,
0.08303019404411316,
-0.04474819824099541,
-0.02127937227487564,
0.004774297121912241,
0.0040871682576835155,
0.006358137354254723,
-0.040852878242731094,
0.08484186977148056,
-0.10641369968652725,
-0.05560935661196709,
0.12002649903297424,
-0.02522135153412819,
-0.011201429180800915,
-0.004727541469037533,
0.007028718013316393,
0.038920897990465164,
-0.0047983694821596146,
-0.09077496826648712,
0.07953030616044998,
-0.024799304082989693,
-0.009100559167563915,
0.018920453265309334,
0.03765789791941643,
-0.045295342803001404,
0.02583097293972969,
-0.10894614458084106,
-0.0330207422375679,
0.05419586971402168,
-0.02564099058508873,
0.02261924371123314,
-0.11266902089118958,
0.034382522106170654,
0.015050746500492096,
0.03322075679898262,
-0.011840136721730232,
-0.0417141355574131,
-0.017956284806132317,
0.013923919759690762,
-0.022779379040002823,
-0.06747549027204514,
-0.023556049913167953,
0.0697391927242279,
-0.017093587666749954,
-0.03362884745001793,
-0.06418062001466751,
-0.042979646474123,
-0.008293051272630692
] |
skr3178/xlm-roberta-base-finetuned-panx-fr | 487e56bc1f9c5c516661cf1f09cf9c7001949cc4 | 2022-05-31T22:56:49.000Z | [
"pytorch",
"xlm-roberta",
"token-classification",
"dataset:xtreme",
"transformers",
"generated_from_trainer",
"license:mit",
"model-index",
"autotrain_compatible"
] | token-classification | false | skr3178 | null | skr3178/xlm-roberta-base-finetuned-panx-fr | 0 | null | transformers | ---
license: mit
tags:
- generated_from_trainer
datasets:
- xtreme
metrics:
- f1
model-index:
- name: xlm-roberta-base-finetuned-panx-fr
results:
- task:
name: Token Classification
type: token-classification
dataset:
name: xtreme
type: xtreme
args: PAN-X.fr
metrics:
- name: F1
type: f1
value: 0.835464333781965
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# xlm-roberta-base-finetuned-panx-fr
This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on the xtreme dataset.
It achieves the following results on the evaluation set:
- Loss: 0.2867
- F1: 0.8355
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 24
- eval_batch_size: 24
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
### Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|:-------------:|:-----:|:----:|:---------------:|:------:|
| 0.5817 | 1.0 | 191 | 0.3395 | 0.7854 |
| 0.2617 | 2.0 | 382 | 0.2856 | 0.8278 |
| 0.1708 | 3.0 | 573 | 0.2867 | 0.8355 |
### Framework versions
- Transformers 4.11.3
- Pytorch 1.11.0+cu113
- Datasets 1.16.1
- Tokenizers 0.10.3
| [
-0.04536139965057373,
-0.034029729664325714,
-0.022678356617689133,
0.01126133743673563,
0.05785319209098816,
0.06413644552230835,
0.014626247808337212,
0.07870934903621674,
-0.009019361808896065,
-0.07601702958345413,
-0.016072934493422508,
-0.11008831858634949,
0.043869975954294205,
-0.04148474708199501,
-0.022271864116191864,
0.006443892139941454,
0.06564776599407196,
-0.042996540665626526,
-0.12434536963701248,
0.0648689717054367,
0.037291597574949265,
0.02921660989522934,
0.03650928661227226,
0.0811421349644661,
-0.04083630442619324,
0.005506601184606552,
-0.04211455583572388,
0.012338468804955482,
0.03346994146704674,
0.02119772881269455,
-0.014482531696557999,
0.11209297180175781,
0.04769422486424446,
0.049271948635578156,
-0.0011857444187626243,
0.04942974075675011,
-0.004951755050569773,
-0.07342841476202011,
0.01068801898509264,
-0.07710787653923035,
0.03834134712815285,
-0.04430008679628372,
0.017602723091840744,
0.032183002680540085,
0.03125479072332382,
0.024711474776268005,
0.012758403085172176,
-0.10326249152421951,
-0.03664971515536308,
0.04522620886564255,
-0.053199946880340576,
0.012701168656349182,
0.0320700965821743,
-0.02526468224823475,
-0.024715382605791092,
0.019173139706254005,
-0.05128860846161842,
-0.07066842168569565,
0.004744391888380051,
-0.02708210051059723,
-0.006142016034573317,
-0.03068719245493412,
-0.05507742613554001,
0.003027785336598754,
-0.08517136424779892,
-0.08904124051332474,
-0.07235155999660492,
0.010896322317421436,
0.07469778507947922,
0.0015299154911190271,
0.04407099261879921,
0.020724691450595856,
-0.02583804726600647,
0.013636953197419643,
0.06020890176296234,
0.07270711660385132,
0.04145243018865585,
0.025433698669075966,
0.06527968496084213,
-0.11179160326719284,
-0.05861161649227142,
-0.03964207321405411,
0.05868517979979515,
0.012223192490637302,
0.075492262840271,
-0.0022981688380241394,
0.06557919085025787,
0.04642488434910774,
0.015787707641720772,
0.03739652410149574,
-0.004304938018321991,
0.04491112753748894,
0.004934297874569893,
0.05183358117938042,
-0.05668046325445175,
-0.013763535767793655,
0.028827030211687088,
0.017602622509002686,
-0.07934055477380753,
0.13861849904060364,
-0.035909656435251236,
0.09547489881515503,
0.04687051102519035,
0.07653286308050156,
-0.005408718716353178,
-0.04884590581059456,
0.01999940723180771,
0.07497218996286392,
0.03181782364845276,
-0.039632461965084076,
0.07393341511487961,
-0.038311976939439774,
-0.038359135389328,
0.018399031832814217,
-0.026806224137544632,
0.1190764456987381,
-0.06272824108600616,
-0.03398827835917473,
-0.04500715062022209,
0.08863435685634613,
-0.020850738510489464,
-0.09754643589258194,
-0.02999372035264969,
0.033782247453927994,
-0.07006041705608368,
-0.051901962608098984,
-0.05896763503551483,
4.5802116169073156e-33,
-0.03813875839114189,
0.04287276417016983,
0.05048658326268196,
-0.028719022870063782,
-0.011381220072507858,
-0.06349480152130127,
0.0015927995555102825,
-0.010353225283324718,
-0.01789325661957264,
0.04710859805345535,
-0.056373681873083115,
0.05942051112651825,
-0.035171788185834885,
0.07349228858947754,
-0.02278025448322296,
-0.03433934226632118,
-0.02642843686044216,
0.016756022348999977,
-0.008603624068200588,
0.019946619868278503,
0.16132278740406036,
-0.0030699949711561203,
-0.011783750727772713,
-0.07774427533149719,
0.005462929140776396,
0.10557615011930466,
0.04611129313707352,
-0.027931110933423042,
-0.01799154281616211,
0.05998563393950462,
-0.07834438979625702,
-0.04380543529987335,
0.045496754348278046,
0.017020568251609802,
0.004956259857863188,
0.04252352938055992,
0.043406449258327484,
0.005923303309828043,
-0.04010084271430969,
0.0007808670634403825,
0.01242139283567667,
0.010490428656339645,
0.018720433115959167,
-0.08472796529531479,
-0.044354312121868134,
-0.020991012454032898,
0.0523546040058136,
-0.007469260599464178,
0.058506254106760025,
0.02245362475514412,
-0.026250481605529785,
-0.039626073092222214,
0.015668831765651703,
-0.01836259849369526,
-0.059124965220689774,
0.0074386815540492535,
-0.010496826842427254,
0.09988540410995483,
-0.016749635338783264,
-0.04118252918124199,
0.017222117632627487,
0.002409446518868208,
-0.016403591260313988,
0.029526596888899803,
0.008625505492091179,
0.014057159423828125,
-0.022589748725295067,
-0.09893620014190674,
0.006219999864697456,
0.05169892683625221,
-0.0688394159078598,
-0.006160477176308632,
0.05670956149697304,
0.001399731612764299,
0.12326589971780777,
-0.057220835238695145,
0.005395370069891214,
0.0043774317018687725,
-0.09028242528438568,
-0.0019113399321213365,
0.05710916221141815,
0.03166079893708229,
-0.06323568522930145,
-0.04394381493330002,
-0.07942984998226166,
-0.05933835729956627,
0.02815261296927929,
-0.012665096670389175,
-0.07298301160335541,
0.048911552876234055,
0.00426336657255888,
0.014223612844944,
-0.04355877265334129,
0.04256905987858772,
-0.11815108358860016,
-4.4451814788024055e-33,
-0.04112868010997772,
0.0228610560297966,
-0.03404128551483154,
0.01607855223119259,
-0.001452697440981865,
-0.0032121087424457073,
0.05865738168358803,
0.09908982366323471,
-0.02728022262454033,
-0.02958149090409279,
0.10181057453155518,
-0.01675722561776638,
-0.05028662830591202,
0.0012737229699268937,
-0.03512781485915184,
0.044915493577718735,
-0.04978213086724281,
-0.019709257408976555,
-0.03326902538537979,
-0.021002234891057014,
-0.020121529698371887,
0.11172089725732803,
-0.04366153106093407,
0.015092262998223305,
-0.021932654082775116,
0.0527946762740612,
0.06354927271604538,
0.10248711705207825,
0.04636827111244202,
-0.055697839707136154,
0.0004930763388983905,
-0.0020039090886712074,
-0.04925975948572159,
0.048283837735652924,
-0.033645834773778915,
0.005965451244264841,
0.026453502476215363,
0.021095285192131996,
-0.07249999791383743,
0.083621084690094,
0.03154544159770012,
0.03759391978383064,
-0.05714442953467369,
0.0512901209294796,
0.0585147850215435,
-0.044326137751340866,
0.02900621108710766,
-0.04769337922334671,
0.06453538686037064,
-0.018703581765294075,
0.036931466311216354,
-0.06796956807374954,
-0.06478966027498245,
0.004508862271904945,
-0.03740501403808594,
-0.015373406000435352,
0.06675524264574051,
-0.0882946029305458,
-0.07955276221036911,
-0.033535223454236984,
-0.009566377848386765,
-0.0010129734873771667,
-0.03297068178653717,
0.00242706504650414,
0.09101779758930206,
-0.05031200498342514,
-0.08019022643566132,
0.02167484350502491,
-0.022609688341617584,
0.07987184822559357,
-0.019137179479002953,
0.04058929905295372,
0.01926787942647934,
-0.026122238487005234,
0.004619635175913572,
0.0531916581094265,
-0.05160084739327431,
-0.05852494761347771,
-0.019605064764618874,
-0.07797692716121674,
-0.06047871708869934,
-0.05101325362920761,
0.08186054974794388,
0.09984160959720612,
0.049567222595214844,
0.050083573907613754,
0.05634578689932823,
0.10702957957983017,
-0.011607463471591473,
-0.02499949000775814,
-0.007750760298222303,
-0.0251525416970253,
0.013547811657190323,
0.10880232602357864,
-0.05647134408354759,
-5.8005461767152156e-8,
-0.05272616073489189,
0.0027833296917378902,
-0.11771417409181595,
0.08113190531730652,
-0.03624838590621948,
0.005659904330968857,
-0.04374561831355095,
-0.05404796078801155,
-0.022663187235593796,
0.016805071383714676,
-0.0027584703639149666,
0.015892943367362022,
-0.11660125851631165,
0.00017790462879929692,
-0.012459794990718365,
-0.051749613136053085,
-0.010906948707997799,
0.10710291564464569,
-0.03890925273299217,
-0.036057647317647934,
0.00031314039370045066,
-0.019919252023100853,
0.03543153777718544,
-0.10359209030866623,
0.05131269618868828,
-0.09828202426433563,
-0.024161938577890396,
0.11571108549833298,
-0.03576843813061714,
0.006907279137521982,
-0.047067854553461075,
0.019636202603578568,
0.02457144856452942,
0.015252550132572651,
-0.03964735195040703,
0.048730429261922836,
-0.016852717846632004,
0.013317753560841084,
0.032146211713552475,
0.06724155694246292,
-0.0027849823236465454,
0.018752319738268852,
-0.11404135078191757,
-0.014496300369501114,
0.06196054071187973,
0.019107859581708908,
0.05381651222705841,
-0.08441146463155746,
0.07183907181024551,
0.0235520638525486,
0.012229874730110168,
0.0037253412883728743,
-0.045622434467077255,
-0.007834864780306816,
-0.012224119156599045,
0.04523244872689247,
-0.050201043486595154,
-0.025275971740484238,
0.027917595580220222,
-0.035333648324012756,
0.002302096923813224,
-0.06256631016731262,
-0.026161078363656998,
0.0011556502431631088
] |
skr3178/xlm-roberta-base-finetuned-panx-it | 6ca93c1d40bbb8c2a7df3d87cd6669f22603f55d | 2022-05-31T23:14:06.000Z | [
"pytorch",
"xlm-roberta",
"token-classification",
"dataset:xtreme",
"transformers",
"generated_from_trainer",
"license:mit",
"model-index",
"autotrain_compatible"
] | token-classification | false | skr3178 | null | skr3178/xlm-roberta-base-finetuned-panx-it | 0 | null | transformers | ---
license: mit
tags:
- generated_from_trainer
datasets:
- xtreme
metrics:
- f1
model-index:
- name: xlm-roberta-base-finetuned-panx-it
results:
- task:
name: Token Classification
type: token-classification
dataset:
name: xtreme
type: xtreme
args: PAN-X.it
metrics:
- name: F1
type: f1
value: 0.8247845711940912
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# xlm-roberta-base-finetuned-panx-it
This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on the xtreme dataset.
It achieves the following results on the evaluation set:
- Loss: 0.2421
- F1: 0.8248
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 24
- eval_batch_size: 24
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
### Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|:-------------:|:-----:|:----:|:---------------:|:------:|
| 0.809 | 1.0 | 70 | 0.3380 | 0.7183 |
| 0.2939 | 2.0 | 140 | 0.2582 | 0.7977 |
| 0.1813 | 3.0 | 210 | 0.2421 | 0.8248 |
### Framework versions
- Transformers 4.11.3
- Pytorch 1.11.0+cu113
- Datasets 1.16.1
- Tokenizers 0.10.3
| [
-0.04661908373236656,
-0.03183252736926079,
-0.020606085658073425,
-0.00039840731187723577,
0.05909130349755287,
0.05490719527006149,
0.017434289678931236,
0.06520094722509384,
-0.01740332879126072,
-0.07909001410007477,
-0.014584572054445744,
-0.09881101548671722,
0.04759574681520462,
-0.047631215304136276,
-0.028039472177624702,
0.01593330316245556,
0.07166385650634766,
-0.047607772052288055,
-0.11868038773536682,
0.06688011437654495,
0.03696669638156891,
0.03365842252969742,
0.032657522708177567,
0.08125199377536774,
-0.034945033490657806,
0.013275479897856712,
-0.032267678529024124,
0.0034890484530478716,
0.023878999054431915,
0.020437248051166534,
-0.007677493151277304,
0.10960262268781662,
0.04781202971935272,
0.044005364179611206,
0.007481547072529793,
0.04916062578558922,
-0.0030901203863322735,
-0.061796415597200394,
0.017416905611753464,
-0.07258086651563644,
0.04441802576184273,
-0.04845800995826721,
0.02051718346774578,
0.028808537870645523,
0.030618850141763687,
0.028114106506109238,
0.01826210506260395,
-0.10982024669647217,
-0.03272587060928345,
0.04692906513810158,
-0.04688212648034096,
0.01195331197232008,
0.024706093594431877,
-0.024172883480787277,
-0.015893669798970222,
0.015439379028975964,
-0.05292026326060295,
-0.06959833949804306,
0.0019439634634181857,
-0.02979033812880516,
-0.0022175288759171963,
-0.026254817843437195,
-0.06021774560213089,
0.006698113400489092,
-0.07606413960456848,
-0.09204521775245667,
-0.0625917837023735,
0.002814712468534708,
0.07364673912525177,
0.001704204361885786,
0.045388221740722656,
0.019852641969919205,
-0.026909993961453438,
0.012374925427138805,
0.05836344137787819,
0.07307932525873184,
0.049220599234104156,
0.022940805181860924,
0.0665309950709343,
-0.1175733134150505,
-0.056257303804159164,
-0.03618043661117554,
0.05829960107803345,
0.024893658235669136,
0.06636527180671692,
-0.0037215985357761383,
0.05960976704955101,
0.052825577557086945,
0.018625957891345024,
0.030115215107798576,
-0.01156466081738472,
0.0387515053153038,
0.0030957437120378017,
0.04749178886413574,
-0.04958006367087364,
-0.019354550167918205,
0.030744656920433044,
0.010786732658743858,
-0.07896013557910919,
0.14503008127212524,
-0.03204012289643288,
0.0960681214928627,
0.04896668717265129,
0.06886833906173706,
-0.009717315435409546,
-0.04484087601304054,
0.021774763241410255,
0.08388325572013855,
0.030764607712626457,
-0.034034132957458496,
0.07899806648492813,
-0.04088868945837021,
-0.03846124932169914,
0.014487167820334435,
-0.026642777025699615,
0.11876238882541656,
-0.053352974355220795,
-0.02418954111635685,
-0.04882381111383438,
0.08313783258199692,
-0.0170959010720253,
-0.10233456641435623,
-0.02725932002067566,
0.03940397500991821,
-0.06918726116418839,
-0.05481458827853203,
-0.06658703088760376,
3.844537293652818e-33,
-0.0483621247112751,
0.039180345833301544,
0.050152767449617386,
-0.02261246182024479,
-0.015793271362781525,
-0.06483549624681473,
0.009179680608212948,
-0.008243265561759472,
-0.021517295390367508,
0.049147266894578934,
-0.05713040754199028,
0.06382565200328827,
-0.04705369472503662,
0.08037958294153214,
-0.0281742624938488,
-0.027358239516615868,
-0.029634913429617882,
0.017083389684557915,
-0.015278891660273075,
0.020040009170770645,
0.1525583416223526,
-0.0014979263069108129,
-0.014406153000891209,
-0.076264388859272,
-0.0020157138351351023,
0.10182308405637741,
0.05266472324728966,
-0.031966254115104675,
-0.017864461988210678,
0.05980512499809265,
-0.07540043443441391,
-0.036159079521894455,
0.04774846136569977,
0.018594300374388695,
0.0016800882294774055,
0.045604411512613297,
0.03852631151676178,
0.0008077847887761891,
-0.030267687514424324,
0.0043789357878267765,
0.006369252223521471,
0.016974059864878654,
0.01893029734492302,
-0.08490075170993805,
-0.04198606684803963,
-0.018605850636959076,
0.05139335244894028,
-0.00922248512506485,
0.054226987063884735,
0.011876938864588737,
-0.01816445402801037,
-0.03630344197154045,
0.02173636667430401,
-0.014783332124352455,
-0.0604424811899662,
0.014901296235620975,
-0.002543550916016102,
0.1089702695608139,
-0.005449473857879639,
-0.029768334701657295,
0.024335499852895737,
0.002347842790186405,
-0.022790750488638878,
0.04051348939538002,
0.01723894663155079,
0.01386102195829153,
-0.012295358814299107,
-0.09382180869579315,
0.008259816095232964,
0.0582580640912056,
-0.06585074216127396,
-0.00590051244944334,
0.05212059244513512,
0.004229087382555008,
0.12442594766616821,
-0.06688551604747772,
0.011487013660371304,
0.003316448535770178,
-0.09264085441827774,
0.004135481547564268,
0.05996886268258095,
0.02627819962799549,
-0.055353324860334396,
-0.045096032321453094,
-0.08966539800167084,
-0.06452775001525879,
0.028510386124253273,
-0.009762694127857685,
-0.0774107500910759,
0.05354277417063713,
0.0012135399738326669,
0.011818108148872852,
-0.04718020185828209,
0.04451562836766243,
-0.12342306226491928,
-3.531260702318986e-33,
-0.05220440402626991,
0.021894283592700958,
-0.04219335317611694,
0.021583111956715584,
-0.007949759252369404,
-0.003897590097039938,
0.058258432894945145,
0.10023799538612366,
-0.04060196503996849,
-0.01947571150958538,
0.10736242681741714,
-0.008917976170778275,
-0.05501061677932739,
0.0022243368439376354,
-0.035968437790870667,
0.05204039439558983,
-0.04670705273747444,
-0.029460035264492035,
-0.04370362311601639,
-0.021440966054797173,
-0.020480988547205925,
0.12140239030122757,
-0.041253697127103806,
0.012472228147089481,
-0.024486999958753586,
0.05027360841631889,
0.06546711921691895,
0.10819914191961288,
0.04624320939183235,
-0.05307134613394737,
-0.0012413159711286426,
0.0005849614972248673,
-0.046009909361600876,
0.04000547155737877,
-0.031222889199852943,
0.008397546596825123,
0.02031727321445942,
0.01915620267391205,
-0.07336433231830597,
0.07958263158798218,
0.02484733611345291,
0.03709008917212486,
-0.04861108213663101,
0.05212835967540741,
0.06508835405111313,
-0.04217814654111862,
0.02685905620455742,
-0.03866325318813324,
0.06651469320058823,
-0.011422879993915558,
0.03167956694960594,
-0.06102345138788223,
-0.05821702629327774,
0.005134617909789085,
-0.03327608481049538,
-0.014961701817810535,
0.06027429550886154,
-0.08954115211963654,
-0.07056650519371033,
-0.02727745845913887,
-0.01437780074775219,
-0.002886332804337144,
-0.02589041367173195,
0.006184779107570648,
0.09445331245660782,
-0.04718693345785141,
-0.0825943723320961,
0.015988586470484734,
-0.034871503710746765,
0.088481105864048,
-0.017566071823239326,
0.03839705511927605,
0.012501747347414494,
-0.03148464113473892,
0.0004390240937937051,
0.04890826717019081,
-0.042299240827560425,
-0.05768273398280144,
-0.022178882732987404,
-0.09479045122861862,
-0.05390516296029091,
-0.0548362210392952,
0.09074263274669647,
0.09920196980237961,
0.050198376178741455,
0.058294445276260376,
0.055892713367938995,
0.11448833346366882,
-0.017532339319586754,
-0.019814159721136093,
-0.004622444044798613,
-0.026402141898870468,
0.008966850116848946,
0.09719449281692505,
-0.07106869667768478,
-5.686778337121723e-8,
-0.05751698091626167,
-0.0010527155827730894,
-0.11051492393016815,
0.0748651996254921,
-0.041595857590436935,
0.01221685390919447,
-0.03775975853204727,
-0.04099636524915695,
-0.013412978500127792,
0.013041053898632526,
-0.008586541749536991,
0.004386601038277149,
-0.12182540446519852,
0.003307782346382737,
-0.01577385887503624,
-0.04237646237015724,
-0.004269982222467661,
0.1070241630077362,
-0.04610897973179817,
-0.042417630553245544,
0.006200685631483793,
-0.01598398946225643,
0.03357318788766861,
-0.10016611218452454,
0.04967322200536728,
-0.09773405641317368,
-0.023415271192789078,
0.11823032796382904,
-0.024471085518598557,
0.003765933448448777,
-0.05125381797552109,
0.020862329751253128,
0.017312346026301384,
0.015561123378574848,
-0.03909344598650932,
0.05462687090039253,
-0.023510204628109932,
0.012880325317382812,
0.04163923114538193,
0.05864730849862099,
-0.0033589121885597706,
0.017165401950478554,
-0.1128486841917038,
-0.017512056976556778,
0.0659637525677681,
0.022586079314351082,
0.05080217123031616,
-0.0894123911857605,
0.06304721534252167,
0.022833872586488724,
0.013036808930337429,
-0.0014593221712857485,
-0.03751138597726822,
-0.006617346778512001,
-0.018894748762249947,
0.04790690541267395,
-0.03875906392931938,
-0.03170572593808174,
0.045102573931217194,
-0.029738157987594604,
0.005776304751634598,
-0.058470889925956726,
-0.029180053621530533,
0.0030591830145567656
] |
skr3178/xlm-roberta-base-finetuned-panx-en | c34a56a5c7d52d37e1e11a94bd17a1985e41e782 | 2022-05-31T23:31:12.000Z | [
"pytorch",
"xlm-roberta",
"token-classification",
"dataset:xtreme",
"transformers",
"generated_from_trainer",
"license:mit",
"model-index",
"autotrain_compatible"
] | token-classification | false | skr3178 | null | skr3178/xlm-roberta-base-finetuned-panx-en | 0 | null | transformers | ---
license: mit
tags:
- generated_from_trainer
datasets:
- xtreme
metrics:
- f1
model-index:
- name: xlm-roberta-base-finetuned-panx-en
results:
- task:
name: Token Classification
type: token-classification
dataset:
name: xtreme
type: xtreme
args: PAN-X.en
metrics:
- name: F1
type: f1
value: 0.692179700499168
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# xlm-roberta-base-finetuned-panx-en
This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on the xtreme dataset.
It achieves the following results on the evaluation set:
- Loss: 0.3921
- F1: 0.6922
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 24
- eval_batch_size: 24
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
### Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|:-------------:|:-----:|:----:|:---------------:|:------:|
| 1.1465 | 1.0 | 50 | 0.5838 | 0.4777 |
| 0.5055 | 2.0 | 100 | 0.4477 | 0.6374 |
| 0.3713 | 3.0 | 150 | 0.3921 | 0.6922 |
### Framework versions
- Transformers 4.11.3
- Pytorch 1.11.0+cu113
- Datasets 1.16.1
- Tokenizers 0.10.3
| [
-0.04171760007739067,
-0.03458811715245247,
-0.020901648327708244,
-0.00039412896148860455,
0.058013126254081726,
0.057076580822467804,
0.012298977002501488,
0.06527730822563171,
-0.016499806195497513,
-0.07827070355415344,
-0.013510107062757015,
-0.10706349462270737,
0.04850737378001213,
-0.04582688957452774,
-0.024051163345575333,
0.015046482905745506,
0.06841554492712021,
-0.04437633603811264,
-0.1176973283290863,
0.06758017092943192,
0.039325013756752014,
0.033610936254262924,
0.033461712300777435,
0.08122065663337708,
-0.03529701754450798,
0.005284853745251894,
-0.032810624688863754,
0.005507299676537514,
0.020968621596693993,
0.024909179657697678,
-0.005954985041171312,
0.10797800868749619,
0.04541397839784622,
0.044632863253355026,
0.013650450855493546,
0.05015449970960617,
-0.003929596859961748,
-0.06781058013439178,
0.015805499628186226,
-0.07319355010986328,
0.04212680459022522,
-0.04736241698265076,
0.019533377140760422,
0.02382434532046318,
0.03192443773150444,
0.025432467460632324,
0.01826746203005314,
-0.10571346431970596,
-0.037040285766124725,
0.04924876615405083,
-0.04450179636478424,
0.01480245590209961,
0.023930037394165993,
-0.026692410930991173,
-0.014416185207664967,
0.017697293311357498,
-0.053746532648801804,
-0.06979971379041672,
0.0021807870361953974,
-0.030539099127054214,
-0.0051747215911746025,
-0.029724089428782463,
-0.06398086994886398,
0.00634544063359499,
-0.07982532680034637,
-0.09506846964359283,
-0.05956846848130226,
0.008557095192372799,
0.07080541551113129,
-0.0020288475789129734,
0.04554709792137146,
0.016871895641088486,
-0.03303033486008644,
0.011640502139925957,
0.05931317061185837,
0.0731026902794838,
0.04426829516887665,
0.02466561459004879,
0.06537589430809021,
-0.12051699310541153,
-0.05872973054647446,
-0.03499637171626091,
0.059315264225006104,
0.024079399183392525,
0.06611085683107376,
-0.0033685918897390366,
0.059173472225666046,
0.05362016707658768,
0.02245873399078846,
0.030872758477926254,
-0.010606548748910427,
0.03666802868247032,
-0.0007708259508945048,
0.05131567269563675,
-0.04729035124182701,
-0.020661218091845512,
0.031093640252947807,
0.017053842544555664,
-0.07992947846651077,
0.14219370484352112,
-0.03232279792428017,
0.09455090016126633,
0.044624801725149155,
0.07249172776937485,
-0.00779396528378129,
-0.04629528895020485,
0.026272283867001534,
0.08692983537912369,
0.028830332681536674,
-0.038446445018053055,
0.07941199094057083,
-0.040426090359687805,
-0.03129727020859718,
0.014069712720811367,
-0.025815140455961227,
0.121321901679039,
-0.04838729649782181,
-0.028146397322416306,
-0.0466889813542366,
0.08359391242265701,
-0.019467409700155258,
-0.09868132323026657,
-0.024645188823342323,
0.03918018564581871,
-0.06728653609752655,
-0.05486034229397774,
-0.06227431446313858,
4.633807914491073e-33,
-0.04512970894575119,
0.03546440228819847,
0.0555785708129406,
-0.018242549151182175,
-0.019609296694397926,
-0.06052685156464577,
0.008069345727562904,
-0.008563367649912834,
-0.022213039919734,
0.043514225631952286,
-0.05759989842772484,
0.06498304754495621,
-0.04230223968625069,
0.07769335061311722,
-0.024702664464712143,
-0.02023186720907688,
-0.02486298978328705,
0.018798736855387688,
-0.011019803583621979,
0.021258221939206123,
0.15522398054599762,
-0.006415575742721558,
-0.012579220347106457,
-0.07781558483839035,
-0.0034144918899983168,
0.10353898257017136,
0.050824739038944244,
-0.03325312212109566,
-0.01515662670135498,
0.05606020614504814,
-0.07319274544715881,
-0.03566432371735573,
0.05014624819159508,
0.01870817318558693,
0.00256471149623394,
0.046514756977558136,
0.042209211736917496,
0.002814255189150572,
-0.03499320521950722,
0.005278343800455332,
0.008657844737172127,
0.019383715465664864,
0.02391786500811577,
-0.08934058994054794,
-0.04320719093084335,
-0.01797441393136978,
0.05004733055830002,
-0.00989081896841526,
0.055421892553567886,
0.011704101227223873,
-0.017747696489095688,
-0.035875096917152405,
0.02030400186777115,
-0.02086644433438778,
-0.05960128828883171,
0.01834765076637268,
-0.0024986208882182837,
0.11056607216596603,
-0.008401892147958279,
-0.03603023663163185,
0.020139547064900398,
0.002925687003880739,
-0.01911121979355812,
0.03667204827070236,
0.01817503198981285,
0.011941513977944851,
-0.013065285049378872,
-0.09415153414011002,
0.007256750483065844,
0.052347443997859955,
-0.06877512484788895,
-0.0054944162257015705,
0.055966224521398544,
0.009759419597685337,
0.12615647912025452,
-0.06852035969495773,
0.010358261875808239,
0.001831446192227304,
-0.08974672853946686,
0.00579281710088253,
0.05736243352293968,
0.027994032949209213,
-0.06200133264064789,
-0.04361090064048767,
-0.08607327938079834,
-0.06250878423452377,
0.03135189414024353,
-0.010850922204554081,
-0.07569113373756409,
0.05397527292370796,
0.002148910192772746,
0.012016520835459232,
-0.04535723477602005,
0.046129751950502396,
-0.12573260068893433,
-4.2687563071332886e-33,
-0.04815905541181564,
0.02299964800477028,
-0.042133353650569916,
0.013487822376191616,
-0.0050140004605054855,
-0.0017669432563707232,
0.06164661422371864,
0.09944391995668411,
-0.03791000694036484,
-0.0256966482847929,
0.1064021959900856,
-0.012731275521218777,
-0.0498439185321331,
0.005006049759685993,
-0.037543509155511856,
0.04650003835558891,
-0.04657979682087898,
-0.02529783360660076,
-0.043352194130420685,
-0.02008902095258236,
-0.021047106012701988,
0.11821027845144272,
-0.041841354221105576,
0.012293803505599499,
-0.019588837400078773,
0.04862302169203758,
0.0658537894487381,
0.11066596955060959,
0.03974582999944687,
-0.054919589310884476,
0.0011482612462714314,
0.000971702509559691,
-0.05337333679199219,
0.046586666256189346,
-0.03514551371335983,
0.010652261786162853,
0.0220955740660429,
0.02123277261853218,
-0.07216446101665497,
0.08081987500190735,
0.025184672325849533,
0.038483284413814545,
-0.04928744584321976,
0.05201929062604904,
0.06608053296804428,
-0.04233467951416969,
0.025574367493391037,
-0.042171988636255264,
0.060315344482660294,
-0.015502611175179482,
0.031431738287210464,
-0.05933660641312599,
-0.06249140575528145,
0.003067438490688801,
-0.02952602691948414,
-0.015365215949714184,
0.061781276017427444,
-0.09169111400842667,
-0.0719115361571312,
-0.03689555823802948,
-0.014959889464080334,
-0.0011327387765049934,
-0.02513384446501732,
0.005389843601733446,
0.0906815230846405,
-0.04366825893521309,
-0.08720080554485321,
0.02013026736676693,
-0.029076509177684784,
0.08353032916784286,
-0.022157680243253708,
0.0383002869784832,
0.01358073391020298,
-0.029469480738043785,
0.004405713174492121,
0.04721925035119057,
-0.0476745069026947,
-0.05890806391835213,
-0.021961871534585953,
-0.09835957735776901,
-0.06337640434503555,
-0.05750105902552605,
0.0858340784907341,
0.10009239614009857,
0.049362365156412125,
0.05423333868384361,
0.05616644769906998,
0.10912726819515228,
-0.015074322931468487,
-0.021619735285639763,
-0.008301234804093838,
-0.026974907144904137,
0.010303681716322899,
0.10516535490751266,
-0.07169722765684128,
-5.709038219947615e-8,
-0.05630843713879585,
0.0013150604208931327,
-0.11318261176347733,
0.07500027120113373,
-0.04363203048706055,
0.013713863678276539,
-0.038817983120679855,
-0.041836775839328766,
-0.01464047096669674,
0.015148530714213848,
-0.010925129987299442,
0.006048060953617096,
-0.11963292211294174,
0.0036968484055250883,
-0.015370381996035576,
-0.04356318339705467,
-0.0007332517416216433,
0.1049305722117424,
-0.04515286162495613,
-0.04108693078160286,
0.007672696374356747,
-0.012840386480093002,
0.030513491481542587,
-0.0965261459350586,
0.049613237380981445,
-0.09605451673269272,
-0.023766882717609406,
0.11657952517271042,
-0.025014227256178856,
0.004170559346675873,
-0.04751734063029289,
0.017005419358611107,
0.019323039799928665,
0.020281760022044182,
-0.03562642261385918,
0.05369303375482559,
-0.023420214653015137,
0.014740094542503357,
0.04424508661031723,
0.061529699712991714,
-0.004616986960172653,
0.01767084375023842,
-0.11304961144924164,
-0.019020119681954384,
0.062183208763599396,
0.020659957081079483,
0.050461914390325546,
-0.08213184028863907,
0.06600126624107361,
0.024678992107510567,
0.011965356767177582,
-0.002618042752146721,
-0.03843243792653084,
-0.008613520301878452,
-0.013731745071709156,
0.04714762419462204,
-0.0404285229742527,
-0.034231651574373245,
0.04457888379693031,
-0.029310209676623344,
0.005441818851977587,
-0.059651169925928116,
-0.03469648212194443,
-0.0012824516743421555
] |
skr3178/xlm-roberta-base-finetuned-panx-all | 36e4754f3b373ec510abd585ecb882d73ad203a0 | 2022-05-31T23:55:44.000Z | [
"pytorch",
"xlm-roberta",
"token-classification",
"transformers",
"generated_from_trainer",
"license:mit",
"model-index",
"autotrain_compatible"
] | token-classification | false | skr3178 | null | skr3178/xlm-roberta-base-finetuned-panx-all | 0 | null | transformers | ---
license: mit
tags:
- generated_from_trainer
metrics:
- f1
model-index:
- name: xlm-roberta-base-finetuned-panx-all
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# xlm-roberta-base-finetuned-panx-all
This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1752
- F1: 0.8557
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 24
- eval_batch_size: 24
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
### Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|:-------------:|:-----:|:----:|:---------------:|:------:|
| 0.3 | 1.0 | 835 | 0.1862 | 0.8114 |
| 0.1552 | 2.0 | 1670 | 0.1758 | 0.8426 |
| 0.1002 | 3.0 | 2505 | 0.1752 | 0.8557 |
### Framework versions
- Transformers 4.11.3
- Pytorch 1.11.0+cu113
- Datasets 1.16.1
- Tokenizers 0.10.3
| [
-0.043673075735569,
-0.05871282517910004,
-0.0631021037697792,
0.024933643639087677,
0.026962419971823692,
0.08781275153160095,
-0.025770151987671852,
0.015539905056357384,
-0.024028051644563675,
-0.07155147939920425,
-0.008795547299087048,
-0.0685184895992279,
0.030442561954259872,
-0.06522295624017715,
-0.07591865956783295,
0.034100405871868134,
0.09289795905351639,
-0.04466049373149872,
-0.11702366173267365,
0.04691484943032265,
0.036958906799554825,
0.03488197177648544,
0.0526384599506855,
0.0495772548019886,
0.009943895041942596,
0.009014138951897621,
-0.05059302970767021,
0.020110949873924255,
0.03756776824593544,
0.0048287236131727695,
0.0030782646499574184,
0.0620577372610569,
0.024810390546917915,
0.06160479038953781,
0.0021833223290741444,
0.02056179568171501,
-0.00937300268560648,
-0.049050651490688324,
0.0258367657661438,
0.0018559060990810394,
0.030603202059864998,
-0.03501054644584656,
-0.032044846564531326,
0.03782949596643448,
0.046926774084568024,
-0.0034911574330180883,
-0.0011613609967753291,
-0.08256745338439941,
-0.021400149911642075,
0.02718883752822876,
-0.09541293978691101,
-0.019691763445734978,
0.04133887216448784,
-0.02947123348712921,
-0.04527882859110832,
0.029659651219844818,
-0.02868063747882843,
-0.05724864825606346,
-0.024876683950424194,
-0.039385538548231125,
-0.05741497129201889,
-0.042593568563461304,
-0.09615626186132431,
-0.0026650282088667154,
-0.0747235119342804,
-0.06722535938024521,
-0.061721764504909515,
0.025398926809430122,
0.07105512171983719,
0.0033228015527129173,
0.0310727097094059,
0.009391522966325283,
-0.039164844900369644,
0.03304319083690643,
0.01053039450198412,
0.039228253066539764,
0.035746414214372635,
0.04309814050793648,
0.06395895034074783,
-0.0799017995595932,
-0.031419411301612854,
-0.011129134334623814,
0.03976144269108772,
-0.007658589631319046,
0.05450885742902756,
0.013032777234911919,
0.0690297856926918,
0.072868213057518,
0.037840958684682846,
-0.004571628291159868,
-0.0290386825799942,
0.021224547177553177,
-0.01951294019818306,
0.031115368008613586,
-0.023783909156918526,
0.00748530775308609,
0.0067421081475913525,
-0.0050474354065954685,
-0.06719789654016495,
0.11219765990972519,
-0.030608689412474632,
0.10266121476888657,
0.042723432183265686,
0.057515524327754974,
-0.01848866604268551,
-0.005859478376805782,
0.04855991154909134,
0.12953804433345795,
0.03580206260085106,
-0.038826022297143936,
0.11331866681575775,
-0.002170198829844594,
-0.025327719748020172,
0.0031579150818288326,
0.011952233500778675,
0.11724718660116196,
-0.005712433718144894,
-0.0498465932905674,
-0.0410715751349926,
0.09231137484312057,
-0.029782796278595924,
-0.08905971795320511,
-0.008642508648335934,
0.042335499078035355,
-0.0503104142844677,
-0.02894344925880432,
-0.09651219099760056,
2.706593742525564e-33,
-0.0002549032215029001,
0.03570108488202095,
0.021550500765442848,
-0.043059952557086945,
-0.012496941722929478,
0.006881872192025185,
0.02626846358180046,
-0.029041744768619537,
0.007895809598267078,
0.017787376418709755,
-0.12040489912033081,
0.05842367559671402,
-0.044857289642095566,
0.05634511262178421,
0.0008360409992747009,
-0.007658796850591898,
-0.026418494060635567,
0.032027795910835266,
0.023432735353708267,
0.03846301883459091,
0.14476269483566284,
0.026733780279755592,
-0.0459749735891819,
-0.07858394086360931,
-0.020237721502780914,
0.07827561348676682,
0.06024254113435745,
-0.02101835608482361,
-0.041269902139902115,
0.0492694191634655,
-0.060830481350421906,
0.031065497547388077,
0.0062864492647349834,
-0.019399775192141533,
0.017173010855913162,
0.023786675184965134,
-0.0500844269990921,
0.04091138765215874,
0.02415652945637703,
-0.010901459492743015,
-0.014987176284193993,
0.006222829222679138,
0.06587779521942139,
-0.05356018990278244,
-0.0728553906083107,
-0.03990788012742996,
0.04591131955385208,
0.017065810039639473,
0.0778961107134819,
0.005507153458893299,
-0.013891207054257393,
-0.016440123319625854,
0.060444172471761703,
-0.012587320059537888,
-0.05986405164003372,
0.06171571835875511,
0.03239014372229576,
0.12690037488937378,
-0.03299188241362572,
-0.0250287726521492,
0.007444294169545174,
-0.0029297585133463144,
-0.03709894046187401,
0.025140121579170227,
-0.014900000765919685,
0.009823832660913467,
-0.03860695660114288,
-0.08779735118150711,
0.015335114672780037,
0.05675613135099411,
-0.07144323736429214,
-0.012197188101708889,
0.03593061491847038,
-0.01001762691885233,
0.14385031163692474,
-0.10278630256652832,
0.03179781511425972,
-0.0023228670470416546,
-0.052582114934921265,
-0.032311927527189255,
0.07811854779720306,
0.053525738418102264,
-0.03895822912454605,
-0.040122587233781815,
-0.04884941875934601,
-0.08918283879756927,
0.017069829627871513,
-0.0002649888047017157,
-0.06138155981898308,
0.02225843258202076,
0.005735197104513645,
0.02435714192688465,
-0.05849573761224747,
0.027699394151568413,
-0.09516985714435577,
-2.3886162758143964e-33,
0.002770899096503854,
0.05089356005191803,
-0.03910432010889053,
0.0949469804763794,
-0.009640462696552277,
0.025121215730905533,
0.06568030267953873,
0.09339528530836105,
-0.06306515634059906,
-0.021945491433143616,
0.12467744946479797,
-0.022076718509197235,
-0.0656951367855072,
0.010779541917145252,
-0.028329141438007355,
0.03982900083065033,
-0.06383068114519119,
-0.02945968694984913,
-0.04664545878767967,
-0.062051888555288315,
-0.04444535821676254,
0.09956366568803787,
-0.04925515502691269,
0.03655209392309189,
-0.01715525984764099,
0.018764035776257515,
0.07512836903333664,
0.11699468642473221,
0.05311603844165802,
-0.041400808840990067,
0.000714695081114769,
0.0020887120626866817,
-0.051642995327711105,
0.0038300487212836742,
-0.016829246655106544,
0.06777869910001755,
0.05124703794717789,
0.007944631390273571,
-0.05354756489396095,
0.09355185925960541,
0.03889837861061096,
0.059393540024757385,
-0.048603493720293045,
0.07071222364902496,
0.03782164305448532,
-0.0022241573315113783,
-0.00827238243073225,
-0.05628737434744835,
-0.012876707129180431,
-0.01185564324259758,
-0.02526215650141239,
-0.05830536037683487,
-0.08888879418373108,
0.032762084156274796,
-0.018999477848410606,
-0.04213559255003929,
0.03654153645038605,
-0.05440521985292435,
-0.03921455517411232,
-0.0033944668248295784,
-0.014543076045811176,
0.02486751601099968,
-0.04077143967151642,
0.002818152541294694,
0.05286680534482002,
-0.049626581370830536,
-0.07129456102848053,
0.05760505422949791,
-0.028361376374959946,
0.1064944714307785,
-0.010561945848166943,
0.020009944215416908,
0.04201595485210419,
-0.006712800357490778,
0.009923798963427544,
0.07927949726581573,
-0.050083473324775696,
-0.044224947690963745,
-0.051656465977430344,
-0.12124287337064743,
-0.022376764565706253,
-0.029105227440595627,
0.03517751768231392,
0.0962790697813034,
0.03196008503437042,
0.086110919713974,
0.10633397102355957,
0.08410410583019257,
-0.0261752400547266,
0.005005124490708113,
0.03722531720995903,
-0.03030981868505478,
0.011863652616739273,
0.08993963152170181,
-0.04884969815611839,
-5.5122569619925343e-8,
-0.02717467211186886,
0.0449041947722435,
-0.06238095462322235,
0.049728233367204666,
-0.030328677967190742,
0.008229420520365238,
-0.01035354658961296,
0.01627534069120884,
-0.021343525499105453,
0.03879273310303688,
0.03228236362338066,
-0.0041518183425068855,
-0.1288764625787735,
0.016558991745114326,
-0.00020778986799996346,
-0.0010748830391094089,
-0.015259834006428719,
0.08743292093276978,
-0.04217151924967766,
-0.027195967733860016,
0.0013734744861721992,
0.015763146802783012,
0.007152175530791283,
-0.04464801028370857,
0.07724057137966156,
-0.1273975819349289,
-0.0499044694006443,
0.1247723177075386,
-0.037343308329582214,
-0.008219849318265915,
-0.007505069021135569,
0.011773237958550453,
0.03591419383883476,
-0.0007408102392219007,
-0.08872488886117935,
0.07726407051086426,
-0.030048249289393425,
0.003639491740614176,
0.041163213551044464,
0.03606215864419937,
-0.05408228188753128,
0.012257506139576435,
-0.09587842226028442,
-0.041427601128816605,
0.04884464293718338,
-0.018757043406367302,
0.022846214473247528,
-0.12086924910545349,
0.04367002099752426,
0.0033465989399701357,
0.04356692358851433,
-0.010339947417378426,
-0.04935092851519585,
-0.0039615570567548275,
0.02397405542433262,
-0.026207301765680313,
-0.06108596920967102,
-0.040333282202482224,
0.06689267605543137,
-0.015589446760714054,
-0.033834900707006454,
-0.0688299760222435,
-0.04009959474205971,
-0.006829380057752132
] |
logo-data-science/t5-finetuned-eng | 628a80defb1ab1fa18317a91cf912e9c3bf373db | 2022-06-01T09:25:13.000Z | [
"pytorch",
"t5",
"text2text-generation",
"transformers",
"license:gpl",
"autotrain_compatible"
] | text2text-generation | false | logo-data-science | null | logo-data-science/t5-finetuned-eng | 0 | null | transformers | ---
license: gpl
---
| [
-0.08783375471830368,
0.03894241154193878,
-0.03235070779919624,
-0.03650056943297386,
0.012444865889847279,
-0.049538735300302505,
0.12305569648742676,
-0.06212787702679634,
0.03998661786317825,
-0.03601130098104477,
-0.05694333091378212,
0.03679592162370682,
-0.02540748566389084,
-0.0075623332522809505,
-0.02653699554502964,
-0.05552467331290245,
-0.08497263491153717,
0.059671550989151,
-0.05746955797076225,
0.00692423852160573,
-0.02959505468606949,
0.01638690195977688,
-0.08534044027328491,
0.06423935294151306,
-0.030681198462843895,
0.020166505128145218,
-0.015248078852891922,
0.07290936261415482,
0.016388382762670517,
-0.019391702488064766,
0.010190125554800034,
0.04251829907298088,
0.0680413693189621,
0.01812569797039032,
-0.010496040806174278,
0.016296688467264175,
-0.009375078603625298,
-0.01082311850041151,
-0.020987195894122124,
-0.039534855633974075,
0.0659833773970604,
-0.07688017934560776,
-0.08619309961795807,
0.11648683249950409,
-0.05099309980869293,
-0.057235606014728546,
-0.03170890361070633,
0.0045752315782010555,
0.059120990335941315,
-0.024218447506427765,
-0.06865832209587097,
0.021323416382074356,
-0.10634040087461472,
-0.06327607482671738,
-0.05928627774119377,
-0.08560926467180252,
-0.017537230625748634,
-0.014019559137523174,
-0.0050340997986495495,
0.02272299863398075,
0.013902884908020496,
-0.012381714768707752,
-0.12996292114257812,
0.12436825782060623,
-0.085469089448452,
0.03897892311215401,
0.014037655666470528,
-0.027478668838739395,
-0.023851608857512474,
-0.03443095088005066,
-0.07510121166706085,
-0.04818698763847351,
-0.0461144894361496,
0.044030871242284775,
-0.006321219261735678,
-0.09717177599668503,
0.005340674892067909,
0.04495652765035629,
0.01962626539170742,
-0.05267763137817383,
0.01759130321443081,
-0.04407527297735214,
0.009578089229762554,
-0.018411830067634583,
-0.03278988227248192,
0.005774250254034996,
0.046179164201021194,
0.04737725108861923,
0.004814953077584505,
-0.0026816169265657663,
-0.04685971885919571,
0.01252009067684412,
0.06534382700920105,
0.0534786731004715,
0.005734980572015047,
-0.014505921863019466,
-0.042202334851026535,
-0.1040441244840622,
-0.021830596029758453,
0.06536843627691269,
-0.038386404514312744,
0.00003315575668239035,
-0.07991792261600494,
0.0188911035656929,
-0.07292338460683823,
0.030393444001674652,
-0.04401923716068268,
0.11284193396568298,
0.0006908751092851162,
0.03417612984776497,
-0.003961766138672829,
-0.02404053695499897,
0.025155015289783478,
-0.04269823059439659,
-0.04724673181772232,
0.07981076091527939,
-0.13884858787059784,
-0.0034760036505758762,
0.07566064596176147,
-0.013102296739816666,
-0.03010610304772854,
-0.0014857016503810883,
-0.00962855201214552,
-0.05999026075005531,
-0.03215223178267479,
-0.06248839199542999,
0.040891796350479126,
-8.268239184587839e-33,
-0.03896912559866905,
-0.02193555049598217,
0.010569179430603981,
0.06171736866235733,
0.03136661276221275,
0.041565246880054474,
0.0066696456633508205,
-0.02479063905775547,
-0.1019996926188469,
0.0430620014667511,
0.06846233457326889,
0.027913838624954224,
-0.07648702710866928,
0.03666427731513977,
0.06343919038772583,
0.06869777292013168,
0.002853311598300934,
0.029924985021352768,
0.03892558813095093,
0.051703549921512604,
-0.019191788509488106,
0.028772419318556786,
0.044849853962659836,
0.033178530633449554,
-0.09534423798322678,
0.061451539397239685,
0.007325350306928158,
-0.06406958401203156,
0.129514679312706,
0.04351835697889328,
0.08576939254999161,
-0.043673161417245865,
-0.0016519022174179554,
0.016184112057089806,
0.033745940774679184,
0.06853089481592178,
-0.01963731274008751,
-0.0000672817332088016,
0.06071147322654724,
0.015755364671349525,
-0.008325079455971718,
-0.057161714881658554,
0.003881733166053891,
-0.05439256504178047,
-0.011550141498446465,
0.051319681107997894,
0.006007259711623192,
0.042129773646593094,
0.026871128007769585,
0.0365288108587265,
-0.05403563752770424,
0.044582974165678024,
-0.10276485979557037,
0.0249978918582201,
-0.08333572745323181,
0.009106609039008617,
-0.04586515203118324,
0.09501948952674866,
-0.017160404473543167,
-0.02086924947798252,
-0.027028996497392654,
0.03008677251636982,
-0.05762368068099022,
0.009461398236453533,
0.04554177075624466,
-0.04045509174466133,
-0.057022757828235626,
-0.05492587760090828,
0.04021649435162544,
0.041859813034534454,
-0.06704019755125046,
0.04744128882884979,
0.06817813217639923,
0.09194658696651459,
0.006572085898369551,
-0.0019169343868270516,
-0.01426531933248043,
0.036073196679353714,
0.032731056213378906,
0.06646290421485901,
-0.11332175880670547,
0.007106400094926357,
-0.028512869030237198,
-0.051895901560783386,
-0.06079801544547081,
0.020120564848184586,
0.030072718858718872,
-0.050667449831962585,
-0.028105273842811584,
0.03764304146170616,
-0.10229286551475525,
-0.048109110444784164,
-0.05066341161727905,
0.012013867497444153,
-0.010625055059790611,
1.2306527701956925e-33,
-0.03148868680000305,
-0.1017305850982666,
0.013044143095612526,
0.08021135628223419,
-0.057367656379938126,
-0.0292968787252903,
0.02110634744167328,
-0.03206649422645569,
-0.01660526916384697,
0.07347890734672546,
0.05423789471387863,
0.040801890194416046,
0.0469963401556015,
0.02153320237994194,
0.06161636859178543,
-0.06318891793489456,
-0.04276525229215622,
-0.0746726393699646,
-0.11585604399442673,
0.02431662753224373,
-0.0644771084189415,
0.03444092720746994,
-0.008464169688522816,
0.13636444509029388,
0.08268710970878601,
-0.059855297207832336,
-0.00302420393563807,
-0.01122807152569294,
0.05945425108075142,
0.032441284507513046,
0.06963466107845306,
0.06785976886749268,
-0.14769692718982697,
-0.028457069769501686,
-0.09335701912641525,
-0.023310920223593712,
0.027682684361934662,
0.04546017572283745,
-0.0028759853448718786,
0.004884783178567886,
0.06415639817714691,
-0.06450733542442322,
0.08736661076545715,
-0.017550956457853317,
-0.005990476347506046,
-0.011975228786468506,
0.0035598566755652428,
0.022810665890574455,
-0.012893854640424252,
0.010340524837374687,
-0.005578920245170593,
0.01579279452562332,
0.023781880736351013,
-0.11206968873739243,
0.02684120647609234,
0.007765030954033136,
0.057437099516391754,
0.054927896708250046,
-0.028258131816983223,
0.023556431755423546,
0.061934784054756165,
0.021541571244597435,
-0.03444472700357437,
0.0528971403837204,
0.013610152527689934,
0.024073779582977295,
-0.02198566496372223,
-0.014601482078433037,
0.04015910625457764,
0.06004798039793968,
0.05198148638010025,
0.034088362008333206,
-0.04309306666254997,
-0.0374026894569397,
0.00449706893414259,
-0.022013820707798004,
-0.0006405012682080269,
0.06145884096622467,
-0.047744788229465485,
-0.0046942876651883125,
0.035320233553647995,
-0.0023138588294386864,
0.0023561124689877033,
0.07632706314325333,
-0.012770559638738632,
-0.12336539477109909,
0.04593483358621597,
-0.08046473562717438,
-0.004690546542406082,
0.0021478456910699606,
-0.07853685319423676,
0.1187424287199974,
-0.016885917633771896,
0.022358519956469536,
0.0028763283044099808,
-1.8624508157927266e-8,
-0.05267798900604248,
0.0050533609464764595,
-0.0439559705555439,
0.04438786581158638,
0.0021897205151617527,
0.06538663059473038,
-0.022502854466438293,
-0.013015138916671276,
0.010629399679601192,
-0.02197965793311596,
0.044527024030685425,
-0.0845419242978096,
-0.07320353388786316,
0.031753383576869965,
-0.06584610044956207,
0.012155221775174141,
-0.04640493914484978,
0.08318574726581573,
0.049815915524959564,
-0.05545547977089882,
-0.06352750957012177,
-0.02139410562813282,
0.01602063700556755,
-0.053994547575712204,
-0.007021778728812933,
0.020559268072247505,
0.06389935314655304,
0.059924203902482986,
-0.016146328300237656,
0.06423594802618027,
0.07769810408353806,
0.05039483308792114,
-0.01973794214427471,
-0.002601581858471036,
0.024390866979956627,
-0.10250074416399002,
-0.03539544716477394,
0.09724912792444229,
0.04388808459043503,
-0.03493432700634003,
0.004365704022347927,
0.11348647624254227,
0.06672053784132004,
-0.005682803224772215,
-0.02553800866007805,
-0.02574349008500576,
-0.0642213299870491,
-0.018656959757208824,
0.06535638123750687,
0.0435403510928154,
0.0278323981910944,
0.009583980776369572,
-0.010476665571331978,
0.0008292244747281075,
-0.009366823360323906,
0.025714104995131493,
-0.002932956675067544,
-0.036100711673498154,
-0.017889855429530144,
0.004186559002846479,
-0.0061972662806510925,
0.007153520826250315,
0.0726565569639206,
-0.03413650020956993
] |
roshnir/mBert-finetuned-mlqa-dev-en-hi | d81c0d6cbe589b5d1010a54ba1e822152a7edc4c | 2022-06-01T09:23:11.000Z | [
"pytorch",
"bert",
"question-answering",
"transformers",
"autotrain_compatible"
] | question-answering | false | roshnir | null | roshnir/mBert-finetuned-mlqa-dev-en-hi | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
pravesh/wav2vec2-large-xls-r-300m-Hindi-colab-v4 | da059722c9738f4ae43ea65c493a9bff24b72d9a | 2022-06-01T12:23:43.000Z | [
"pytorch",
"tensorboard",
"wav2vec2",
"automatic-speech-recognition",
"dataset:common_voice",
"transformers",
"generated_from_trainer",
"license:apache-2.0",
"model-index"
] | automatic-speech-recognition | false | pravesh | null | pravesh/wav2vec2-large-xls-r-300m-Hindi-colab-v4 | 0 | null | transformers | ---
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- common_voice
model-index:
- name: wav2vec2-large-xls-r-300m-Hindi-colab-v4
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# wav2vec2-large-xls-r-300m-Hindi-colab-v4
This model is a fine-tuned version of [facebook/wav2vec2-xls-r-300m](https://huggingface.co/facebook/wav2vec2-xls-r-300m) on the common_voice dataset.
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0003
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 30
- mixed_precision_training: Native AMP
### Training results
### Framework versions
- Transformers 4.11.3
- Pytorch 1.10.0+cu113
- Datasets 1.18.3
- Tokenizers 0.10.3
| [
-0.06198282912373543,
-0.04397934302687645,
-0.04988176003098488,
-0.03154916316270828,
-0.01995163783431053,
0.038515716791152954,
-0.08017056435346603,
-0.086029052734375,
-0.0558021105825901,
-0.08469685912132263,
0.06864593178033829,
-0.11009139567613602,
-0.021970625966787338,
-0.03775275871157646,
-0.04346885532140732,
0.004811692051589489,
0.05030558630824089,
-0.061316389590501785,
-0.08619362115859985,
-0.009005574509501457,
0.006386208813637495,
0.05639651045203209,
0.0723302960395813,
0.020323360338807106,
0.028788231313228607,
0.03548479080200195,
-0.060052480548620224,
0.03715281933546066,
0.03066595271229744,
-0.06272860616445541,
0.1065574511885643,
0.07753561437129974,
0.05773402005434036,
0.02812599390745163,
-0.000631399976555258,
0.0038289036601781845,
-0.02303295023739338,
-0.00959356501698494,
0.032945577055215836,
-0.05412652716040611,
0.0323706716299057,
-0.006227461621165276,
-0.008900622837245464,
0.0412592738866806,
-0.020487023517489433,
-0.0012864618329331279,
-0.08996974676847458,
-0.022554811090230942,
-0.016255995258688927,
-0.0008376914192922413,
-0.09789872169494629,
-0.08803801238536835,
0.061710938811302185,
0.032757263630628586,
-0.07833265513181686,
-0.0340341292321682,
0.019497882574796677,
0.07205761969089508,
0.030835120007395744,
0.03652479499578476,
-0.04070362448692322,
0.0013641593977808952,
-0.048564158380031586,
-0.0011523094726726413,
-0.05785299465060234,
-0.05602499470114708,
-0.056706126779317856,
-0.019635077565908432,
0.05462653189897537,
-0.004897880833595991,
-0.0409085638821125,
0.09136327356100082,
0.018427804112434387,
0.01084813755005598,
0.014423335902392864,
0.008693205192685127,
0.013816016726195812,
0.029729776084423065,
0.06665434688329697,
-0.06106037646532059,
0.001994197955355048,
-0.05849902704358101,
0.08324683457612991,
-0.055817075073719025,
0.037363581359386444,
0.01656848005950451,
0.006746305152773857,
-0.05086519196629524,
-0.014040406793355942,
-0.07353133708238602,
-0.027219783514738083,
0.046461474150419235,
0.02250419370830059,
0.08796146512031555,
-0.0214293971657753,
0.06390383839607239,
0.007745896000415087,
0.012415312230587006,
-0.04097612947225571,
0.0950738713145256,
-0.01924608275294304,
-0.01583736576139927,
0.026268785819411278,
0.009642509743571281,
-0.02446242794394493,
-0.07404977828264236,
-0.010616029612720013,
0.11030051857233047,
0.08445337414741516,
-0.02543998882174492,
0.05522959306836128,
0.06689940392971039,
-0.04840798303484917,
0.014956425875425339,
0.03539781644940376,
0.08166509866714478,
-0.041613079607486725,
-0.02639288268983364,
-0.02453399822115898,
0.028033530339598656,
-0.07958967983722687,
-0.018183499574661255,
-0.05254393443465233,
-0.08118868619203568,
-0.045331086963415146,
-0.09173419326543808,
-0.06212959438562393,
2.791749124693023e-33,
0.051615696400403976,
0.04704991728067398,
0.008995476178824902,
0.002037129830569029,
0.045927438884973526,
-0.07584024965763092,
0.018649501726031303,
-0.04409678652882576,
0.02264835499227047,
-0.05506306141614914,
-0.05675319954752922,
-0.030510492622852325,
-0.05071522668004036,
0.08544569462537766,
0.008362043648958206,
-0.015133735723793507,
-0.030290652066469193,
-0.005040424410253763,
0.013657910749316216,
-0.00857625063508749,
0.1537621021270752,
0.003276777919381857,
0.014580445364117622,
-0.002703463425859809,
0.027829602360725403,
0.07001493871212006,
0.07544402033090591,
0.008411357179284096,
0.0448102243244648,
0.055504944175481796,
-0.041000522673130035,
-0.015092202462255955,
-0.013120951130986214,
-0.020503496751189232,
-0.0006853077211417258,
0.0349276140332222,
0.013630791567265987,
0.010168359614908695,
-0.06201750040054321,
-0.04499019309878349,
0.048067547380924225,
0.022155312821269035,
0.0005377780180424452,
-0.0647970512509346,
-0.06872180104255676,
-0.04710211232304573,
-0.014451350085437298,
0.05595717951655388,
-0.021696655079722404,
0.09469765424728394,
-0.08636332303285599,
0.0018084372859448195,
0.0411161407828331,
0.03916503116488457,
-0.03420866280794144,
-0.04293463006615639,
0.08284460753202438,
0.04192524403333664,
-0.04379645735025406,
0.0012411705683916807,
0.024384744465351105,
-0.01810840331017971,
0.015871938318014145,
0.010571816004812717,
-0.042126208543777466,
-0.062317315489053726,
-0.03553211688995361,
-0.06515923887491226,
0.050126656889915466,
-0.008299855515360832,
-0.02184724062681198,
-0.009391807951033115,
0.060946837067604065,
0.013740156777203083,
-0.002087667118757963,
-0.07481397688388824,
0.01270389650017023,
-0.03959571197628975,
-0.060105014592409134,
0.010356969200074673,
0.010784262791275978,
0.09644033759832382,
-0.007069990038871765,
-0.05033480376005173,
-0.0071727377362549305,
-0.0848441943526268,
0.01221967488527298,
-0.09959981590509415,
0.0014792607398703694,
0.06200607493519783,
-0.06282113492488861,
0.09589309990406036,
-0.05771276727318764,
-0.03236503526568413,
-0.024602727964520454,
-3.7049671759598416e-33,
0.03854634240269661,
0.12205395102500916,
-0.007191465236246586,
0.07860168814659119,
0.027147749438881874,
0.007448899559676647,
0.10904556512832642,
0.15268276631832123,
-0.04418403282761574,
-0.054837893694639206,
0.09059798717498779,
-0.012711980380117893,
0.04178952798247337,
-0.015755366533994675,
0.02738412469625473,
0.028592029586434364,
-0.002110634930431843,
0.01741744950413704,
0.0334094762802124,
0.04511677101254463,
0.011266426183283329,
0.09003691375255585,
-0.03371584415435791,
0.045642271637916565,
0.00212270300835371,
-0.04505567625164986,
-0.012432891875505447,
0.07694406062364578,
0.020772254094481468,
-0.023641446605324745,
-0.04104498028755188,
-0.04566542059183121,
-0.06621290743350983,
0.03532736003398895,
-0.04214021563529968,
-0.006958796642720699,
0.056756507605314255,
-0.010058492422103882,
0.008034543134272099,
0.09099656343460083,
0.027084466069936752,
0.07319790124893188,
-0.08299606293439865,
-0.007541747763752937,
-0.01462495420128107,
-0.0586058646440506,
0.021249067038297653,
-0.03600674495100975,
-0.03550909459590912,
-0.06876691430807114,
0.053187210112810135,
-0.07489032298326492,
0.02288963459432125,
0.01509470771998167,
-0.027567768469452858,
-0.04850456118583679,
0.043548110872507095,
-0.010422040708363056,
-0.05616730451583862,
-0.026515407487750053,
-0.02135898917913437,
0.019749201834201813,
-0.09594427794218063,
-0.07134278118610382,
0.005505501292645931,
-0.01173702534288168,
-0.023633698001503944,
0.007115082815289497,
0.08272750675678253,
-0.02072243206202984,
-0.03332903981208801,
0.03598157688975334,
0.01875782571732998,
0.03993702307343483,
-0.06697036325931549,
-0.012550996616482735,
-0.11453328281641006,
0.014753383584320545,
-0.0009438262204639614,
-0.09170839935541153,
-0.0025882155168801546,
0.05576232448220253,
0.06781421601772308,
-0.0044273026287555695,
0.1365797370672226,
0.09672120213508606,
0.053912483155727386,
0.029438043013215065,
-0.03871031850576401,
0.03734965994954109,
0.01858684979379177,
0.07047265022993088,
0.00853613018989563,
0.16682764887809753,
0.061877451837062836,
-5.505905420477575e-8,
-0.04600190743803978,
-0.0027619304601103067,
-0.030838390812277794,
0.03265849128365517,
0.013924257829785347,
-0.02965761162340641,
-0.010691680945456028,
-0.0034424117766320705,
0.04268079251050949,
0.00925113819539547,
0.03017956204712391,
0.011896174401044846,
-0.06642114371061325,
0.08238102495670319,
-0.03626052290201187,
-0.005135357845574617,
-0.03143226355314255,
0.11035287380218506,
-0.05094718560576439,
-0.0759042352437973,
0.003463864093646407,
0.003115100786089897,
0.03860114887356758,
-0.005618338473141193,
0.10545580834150314,
-0.06692944467067719,
-0.08330237865447998,
0.04984435811638832,
-0.05998454988002777,
-0.02373676747083664,
-0.040682096034288406,
0.050355929881334305,
-0.003900656010955572,
-0.12609823048114777,
-0.012761364690959454,
0.06858818978071213,
-0.04643886536359787,
-0.02841345965862274,
0.011254877783358097,
0.04475415125489235,
0.032298386096954346,
0.047599174082279205,
-0.042851608246564865,
-0.01861366257071495,
0.09207072108983994,
-0.05336650460958481,
-0.03114413470029831,
-0.09473899006843567,
0.03375956416130066,
0.00887193065136671,
0.008686424233019352,
0.03660912066698074,
-0.014486545696854591,
-0.011853628791868687,
0.0363805778324604,
0.03308635950088501,
-0.08678250014781952,
0.03370203450322151,
0.01907449960708618,
0.020417388528585434,
0.06490840762853622,
0.013498621061444283,
-0.03894835337996483,
-0.02486979216337204
] |
susghosh/roberta-large-squad | 9877a5f5304d9addde3202ff65e8f74e2ba94600 | 2022-06-01T20:54:10.000Z | [
"pytorch",
"tensorboard",
"roberta",
"question-answering",
"transformers",
"autotrain_compatible"
] | question-answering | false | susghosh | null | susghosh/roberta-large-squad | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
tmills/timex-thyme-colon-pubmedbert | 5da811e37a51e1be102d7942b9d790dfad33122b | 2022-06-01T17:04:40.000Z | [
"pytorch",
"cnlpt",
"transformers",
"license:apache-2.0"
] | null | false | tmills | null | tmills/timex-thyme-colon-pubmedbert | 0 | null | transformers | ---
license: apache-2.0
---
| [
0.04086383432149887,
0.04840587452054024,
-0.01111048087477684,
-0.0822305753827095,
0.03046034276485443,
-0.024620788171887398,
-0.00873124971985817,
-0.032080959528684616,
-0.009516960941255093,
0.014524046331644058,
0.06244279816746712,
-0.03306293115019798,
-0.057087719440460205,
-0.025479083880782127,
-0.028286920860409737,
0.04527172073721886,
0.0007952158339321613,
-0.02646484412252903,
0.030830679461359978,
0.06214693561196327,
-0.008390036411583424,
0.05744132772088051,
-0.002480674535036087,
-0.010977217927575111,
0.009470616467297077,
0.0797617956995964,
-0.09990306943655014,
0.11023685336112976,
0.022690800949931145,
-0.06104202941060066,
0.05159701779484749,
-0.019915884360671043,
-0.00976925902068615,
-0.005862012505531311,
0.004294265061616898,
-0.03832729160785675,
0.054929979145526886,
-0.030386287719011307,
-0.061263855546712875,
0.019454684108495712,
0.055512331426143646,
0.040904633700847626,
-0.016510233283042908,
0.02431938238441944,
-0.06671348959207535,
-0.04664967954158783,
0.0764942318201065,
-0.04755227640271187,
0.045489829033613205,
-0.011948741041123867,
-0.06481502950191498,
0.00708911893889308,
0.01836567372083664,
-0.0736827477812767,
0.01719287782907486,
-0.06928896903991699,
-0.04548629745841026,
0.10192789882421494,
-0.011379510164260864,
0.04054282605648041,
0.03039979748427868,
0.03916573151946068,
-0.0420873649418354,
0.08219251036643982,
-0.07289455085992813,
-0.05502115562558174,
0.07812796533107758,
-0.07191383093595505,
-0.027952512726187706,
-0.04416782036423683,
-0.1002880111336708,
0.0021310399752110243,
0.005993927828967571,
-0.005357716698199511,
0.004581758286803961,
-0.04734741896390915,
0.005140302702784538,
0.06445731967687607,
0.037501826882362366,
-0.06215705722570419,
-0.0067078773863613605,
-0.08710041642189026,
-0.0017763959476724267,
-0.03041382133960724,
-0.08768444508314133,
0.009428261779248714,
0.05102497711777687,
0.0651923343539238,
0.05492326244711876,
0.0038272670935839415,
-0.02271469123661518,
-0.004543584771454334,
0.06997063010931015,
0.06902375817298889,
-0.0437687411904335,
0.018496816977858543,
0.03355922922492027,
0.055978525429964066,
-0.019899403676390648,
0.08203592151403427,
-0.046239253133535385,
-0.011095680296421051,
-0.027967501431703568,
-0.0663614273071289,
-0.011746261268854141,
-0.010658636689186096,
-0.07343403249979019,
0.11521477997303009,
0.06504379212856293,
-0.12221095710992813,
0.07797162979841232,
-0.04259897768497467,
0.011925377883017063,
-0.01929086446762085,
-0.0243387408554554,
0.04144561290740967,
0.0065368167124688625,
0.017630096524953842,
0.037881236523389816,
-0.0321974977850914,
-0.0027186733204871416,
-0.059684935957193375,
-0.037846386432647705,
-0.029731804504990578,
-0.05463898554444313,
-0.052102960646152496,
0.018625808879733086,
-8.458476047537133e-33,
-0.05726663023233414,
-0.030553756281733513,
-0.010136313736438751,
0.08036761730909348,
0.0504671186208725,
-0.10089337825775146,
-0.003009843872860074,
0.03193015232682228,
-0.028974829241633415,
-0.0162995383143425,
0.15862448513507843,
-0.08715403825044632,
-0.010327734053134918,
0.09050659090280533,
0.07082153856754303,
-0.009214639663696289,
0.033658407628536224,
-0.06326624751091003,
0.0889962837100029,
-0.03957844898104668,
-0.04567139968276024,
-0.0175765473395586,
0.002138499403372407,
0.06752902269363403,
-0.05593829229474068,
0.035671334713697433,
0.04131495952606201,
-0.05757121741771698,
0.029018985107541084,
0.03438492491841316,
0.10674167424440384,
0.01418459601700306,
-0.0839473232626915,
-0.03249482437968254,
0.010836601257324219,
0.028543522581458092,
-0.013021882623434067,
0.05093173310160637,
0.005829038098454475,
-0.033914171159267426,
-0.03590375930070877,
-0.0028863875195384026,
-0.04249422997236252,
-0.06967272609472275,
0.06883776932954788,
-0.08314331620931625,
-0.004775456618517637,
0.03525598347187042,
0.011093193665146828,
0.02932099439203739,
-0.07545318454504013,
-0.036583300679922104,
0.00847073644399643,
0.035197511315345764,
-0.04487315192818642,
0.08098748326301575,
-0.04277149215340614,
0.01990867778658867,
-0.051087602972984314,
-0.015243749134242535,
-0.05380517244338989,
-0.00559606309980154,
-0.06810655444860458,
-0.012403861619532108,
0.034006454050540924,
-0.028797466307878494,
-0.06238166615366936,
-0.02881370671093464,
0.0762869343161583,
0.07937002182006836,
-0.0048245154321193695,
0.026494629681110382,
0.029248930513858795,
0.0678822472691536,
-0.07336728274822235,
0.016343867406249046,
0.041710805147886276,
-0.05204152315855026,
0.07509411871433258,
0.05875450745224953,
-0.10986164957284927,
0.05971355363726616,
0.02316984534263611,
-0.06793419271707535,
-0.039087701588869095,
0.010523645207285881,
0.008675295859575272,
0.046444859355688095,
0.04673733189702034,
0.07676859945058823,
-0.020646460354328156,
0.10145976394414902,
-0.053480103611946106,
-0.06644884496927261,
0.007121579255908728,
2.4028033906028676e-33,
-0.04949740320444107,
0.03743857517838478,
-0.0931180939078331,
0.03916250914335251,
0.041534461081027985,
0.027951736003160477,
0.0006822179420851171,
-0.023384269326925278,
-0.06653190404176712,
0.02042173594236374,
0.06831778585910797,
0.0668642446398735,
0.07642818987369537,
-0.006391731556504965,
0.08090892434120178,
-0.07919944077730179,
-0.08032321184873581,
-0.06198880821466446,
-0.041154149919748306,
0.012533090077340603,
-0.01640341244637966,
0.09302489459514618,
0.016791535541415215,
0.09071087092161179,
0.012559558264911175,
-0.08019092679023743,
-0.006206050049513578,
0.04393893480300903,
-0.0021561295725405216,
0.026531947776675224,
0.08056236058473587,
0.03237386420369148,
-0.07317337393760681,
0.015421418473124504,
0.022762354463338852,
-0.04419252276420593,
0.007943877950310707,
-0.045058880001306534,
-0.02033928968012333,
0.0537981241941452,
0.02085738256573677,
-0.012263739481568336,
0.0616234615445137,
-0.04289292171597481,
-0.03223911300301552,
-0.07995370030403137,
0.012440904974937439,
-0.03786804527044296,
-0.0586836040019989,
-0.026248490437865257,
-0.027562465518712997,
-0.014028924517333508,
0.0340006984770298,
-0.08997685462236404,
0.02632269449532032,
0.03201325982809067,
0.010450996458530426,
0.1298767477273941,
-0.052974916994571686,
0.03689022362232208,
-0.010948192328214645,
0.021460693329572678,
-0.13612516224384308,
0.044842641800642014,
0.035028256475925446,
-0.0006318502710200846,
-0.052152588963508606,
0.03482209891080856,
-0.004341613035649061,
-0.02875332348048687,
0.03357474133372307,
0.03612764552235603,
-0.02903340384364128,
-0.04113863781094551,
-0.01487200427800417,
-0.07546208798885345,
-0.027435602620244026,
0.13145016133785248,
-0.0077450331300497055,
0.013636607676744461,
0.04587781801819801,
0.030711619183421135,
0.0139425965026021,
0.02618064545094967,
0.026924805715680122,
-0.1350959986448288,
-0.02208348549902439,
-0.018808722496032715,
-0.08828888833522797,
-0.05375444144010544,
-0.005047246813774109,
0.057149745523929596,
-0.0723225548863411,
0.06977029144763947,
0.05663835629820824,
-2.032509094362922e-8,
-0.03769330680370331,
-0.04096750169992447,
-0.026556704193353653,
0.01870686002075672,
0.09396970272064209,
0.026712149381637573,
-0.021069684997200966,
0.03596176207065582,
-0.011828601360321045,
-0.012725473381578922,
0.005226623732596636,
-0.043451204895973206,
-0.06320654600858688,
0.05469439923763275,
-0.03664302080869675,
0.018557637929916382,
-0.06396906077861786,
0.10090905427932739,
-0.02570085972547531,
-0.012235090136528015,
-0.039639733731746674,
-0.09401217848062515,
-0.048236947506666183,
-0.06762222945690155,
-0.03177247568964958,
-0.0174162145704031,
-0.02726285345852375,
-0.011669112369418144,
-0.052263520658016205,
0.0003639291971921921,
0.0012880207505077124,
0.07716639339923859,
-0.07935985177755356,
-0.11808878928422928,
0.026723483577370644,
-0.039038948714733124,
-0.08141179382801056,
0.03566005453467369,
0.016751304268836975,
-0.0003708995063789189,
0.02778676338493824,
0.11362683027982712,
0.04149229824542999,
0.008247996680438519,
0.047466881573200226,
-0.013555622659623623,
0.0328713096678257,
0.014873182401061058,
0.008699513971805573,
0.01822579652070999,
0.03597720339894295,
-0.009275169111788273,
0.04144097864627838,
-0.055113889276981354,
-0.01725275255739689,
0.06673163920640945,
0.00988246500492096,
0.027364559471607208,
-0.004598941653966904,
-0.031014928594231606,
0.08529432117938995,
0.05356218293309212,
0.04482312127947807,
-0.039598479866981506
] |
tmills/event-thyme-colon-pubmedbert | 5b254eb8700ff818ea3a99075a15bb8a3243fe69 | 2022-06-01T17:08:50.000Z | [
"pytorch",
"cnlpt",
"transformers",
"license:apache-2.0"
] | null | false | tmills | null | tmills/event-thyme-colon-pubmedbert | 0 | null | transformers | ---
license: apache-2.0
---
| [
0.04086383432149887,
0.04840587452054024,
-0.01111048087477684,
-0.0822305753827095,
0.03046034276485443,
-0.024620788171887398,
-0.00873124971985817,
-0.032080959528684616,
-0.009516960941255093,
0.014524046331644058,
0.06244279816746712,
-0.03306293115019798,
-0.057087719440460205,
-0.025479083880782127,
-0.028286920860409737,
0.04527172073721886,
0.0007952158339321613,
-0.02646484412252903,
0.030830679461359978,
0.06214693561196327,
-0.008390036411583424,
0.05744132772088051,
-0.002480674535036087,
-0.010977217927575111,
0.009470616467297077,
0.0797617956995964,
-0.09990306943655014,
0.11023685336112976,
0.022690800949931145,
-0.06104202941060066,
0.05159701779484749,
-0.019915884360671043,
-0.00976925902068615,
-0.005862012505531311,
0.004294265061616898,
-0.03832729160785675,
0.054929979145526886,
-0.030386287719011307,
-0.061263855546712875,
0.019454684108495712,
0.055512331426143646,
0.040904633700847626,
-0.016510233283042908,
0.02431938238441944,
-0.06671348959207535,
-0.04664967954158783,
0.0764942318201065,
-0.04755227640271187,
0.045489829033613205,
-0.011948741041123867,
-0.06481502950191498,
0.00708911893889308,
0.01836567372083664,
-0.0736827477812767,
0.01719287782907486,
-0.06928896903991699,
-0.04548629745841026,
0.10192789882421494,
-0.011379510164260864,
0.04054282605648041,
0.03039979748427868,
0.03916573151946068,
-0.0420873649418354,
0.08219251036643982,
-0.07289455085992813,
-0.05502115562558174,
0.07812796533107758,
-0.07191383093595505,
-0.027952512726187706,
-0.04416782036423683,
-0.1002880111336708,
0.0021310399752110243,
0.005993927828967571,
-0.005357716698199511,
0.004581758286803961,
-0.04734741896390915,
0.005140302702784538,
0.06445731967687607,
0.037501826882362366,
-0.06215705722570419,
-0.0067078773863613605,
-0.08710041642189026,
-0.0017763959476724267,
-0.03041382133960724,
-0.08768444508314133,
0.009428261779248714,
0.05102497711777687,
0.0651923343539238,
0.05492326244711876,
0.0038272670935839415,
-0.02271469123661518,
-0.004543584771454334,
0.06997063010931015,
0.06902375817298889,
-0.0437687411904335,
0.018496816977858543,
0.03355922922492027,
0.055978525429964066,
-0.019899403676390648,
0.08203592151403427,
-0.046239253133535385,
-0.011095680296421051,
-0.027967501431703568,
-0.0663614273071289,
-0.011746261268854141,
-0.010658636689186096,
-0.07343403249979019,
0.11521477997303009,
0.06504379212856293,
-0.12221095710992813,
0.07797162979841232,
-0.04259897768497467,
0.011925377883017063,
-0.01929086446762085,
-0.0243387408554554,
0.04144561290740967,
0.0065368167124688625,
0.017630096524953842,
0.037881236523389816,
-0.0321974977850914,
-0.0027186733204871416,
-0.059684935957193375,
-0.037846386432647705,
-0.029731804504990578,
-0.05463898554444313,
-0.052102960646152496,
0.018625808879733086,
-8.458476047537133e-33,
-0.05726663023233414,
-0.030553756281733513,
-0.010136313736438751,
0.08036761730909348,
0.0504671186208725,
-0.10089337825775146,
-0.003009843872860074,
0.03193015232682228,
-0.028974829241633415,
-0.0162995383143425,
0.15862448513507843,
-0.08715403825044632,
-0.010327734053134918,
0.09050659090280533,
0.07082153856754303,
-0.009214639663696289,
0.033658407628536224,
-0.06326624751091003,
0.0889962837100029,
-0.03957844898104668,
-0.04567139968276024,
-0.0175765473395586,
0.002138499403372407,
0.06752902269363403,
-0.05593829229474068,
0.035671334713697433,
0.04131495952606201,
-0.05757121741771698,
0.029018985107541084,
0.03438492491841316,
0.10674167424440384,
0.01418459601700306,
-0.0839473232626915,
-0.03249482437968254,
0.010836601257324219,
0.028543522581458092,
-0.013021882623434067,
0.05093173310160637,
0.005829038098454475,
-0.033914171159267426,
-0.03590375930070877,
-0.0028863875195384026,
-0.04249422997236252,
-0.06967272609472275,
0.06883776932954788,
-0.08314331620931625,
-0.004775456618517637,
0.03525598347187042,
0.011093193665146828,
0.02932099439203739,
-0.07545318454504013,
-0.036583300679922104,
0.00847073644399643,
0.035197511315345764,
-0.04487315192818642,
0.08098748326301575,
-0.04277149215340614,
0.01990867778658867,
-0.051087602972984314,
-0.015243749134242535,
-0.05380517244338989,
-0.00559606309980154,
-0.06810655444860458,
-0.012403861619532108,
0.034006454050540924,
-0.028797466307878494,
-0.06238166615366936,
-0.02881370671093464,
0.0762869343161583,
0.07937002182006836,
-0.0048245154321193695,
0.026494629681110382,
0.029248930513858795,
0.0678822472691536,
-0.07336728274822235,
0.016343867406249046,
0.041710805147886276,
-0.05204152315855026,
0.07509411871433258,
0.05875450745224953,
-0.10986164957284927,
0.05971355363726616,
0.02316984534263611,
-0.06793419271707535,
-0.039087701588869095,
0.010523645207285881,
0.008675295859575272,
0.046444859355688095,
0.04673733189702034,
0.07676859945058823,
-0.020646460354328156,
0.10145976394414902,
-0.053480103611946106,
-0.06644884496927261,
0.007121579255908728,
2.4028033906028676e-33,
-0.04949740320444107,
0.03743857517838478,
-0.0931180939078331,
0.03916250914335251,
0.041534461081027985,
0.027951736003160477,
0.0006822179420851171,
-0.023384269326925278,
-0.06653190404176712,
0.02042173594236374,
0.06831778585910797,
0.0668642446398735,
0.07642818987369537,
-0.006391731556504965,
0.08090892434120178,
-0.07919944077730179,
-0.08032321184873581,
-0.06198880821466446,
-0.041154149919748306,
0.012533090077340603,
-0.01640341244637966,
0.09302489459514618,
0.016791535541415215,
0.09071087092161179,
0.012559558264911175,
-0.08019092679023743,
-0.006206050049513578,
0.04393893480300903,
-0.0021561295725405216,
0.026531947776675224,
0.08056236058473587,
0.03237386420369148,
-0.07317337393760681,
0.015421418473124504,
0.022762354463338852,
-0.04419252276420593,
0.007943877950310707,
-0.045058880001306534,
-0.02033928968012333,
0.0537981241941452,
0.02085738256573677,
-0.012263739481568336,
0.0616234615445137,
-0.04289292171597481,
-0.03223911300301552,
-0.07995370030403137,
0.012440904974937439,
-0.03786804527044296,
-0.0586836040019989,
-0.026248490437865257,
-0.027562465518712997,
-0.014028924517333508,
0.0340006984770298,
-0.08997685462236404,
0.02632269449532032,
0.03201325982809067,
0.010450996458530426,
0.1298767477273941,
-0.052974916994571686,
0.03689022362232208,
-0.010948192328214645,
0.021460693329572678,
-0.13612516224384308,
0.044842641800642014,
0.035028256475925446,
-0.0006318502710200846,
-0.052152588963508606,
0.03482209891080856,
-0.004341613035649061,
-0.02875332348048687,
0.03357474133372307,
0.03612764552235603,
-0.02903340384364128,
-0.04113863781094551,
-0.01487200427800417,
-0.07546208798885345,
-0.027435602620244026,
0.13145016133785248,
-0.0077450331300497055,
0.013636607676744461,
0.04587781801819801,
0.030711619183421135,
0.0139425965026021,
0.02618064545094967,
0.026924805715680122,
-0.1350959986448288,
-0.02208348549902439,
-0.018808722496032715,
-0.08828888833522797,
-0.05375444144010544,
-0.005047246813774109,
0.057149745523929596,
-0.0723225548863411,
0.06977029144763947,
0.05663835629820824,
-2.032509094362922e-8,
-0.03769330680370331,
-0.04096750169992447,
-0.026556704193353653,
0.01870686002075672,
0.09396970272064209,
0.026712149381637573,
-0.021069684997200966,
0.03596176207065582,
-0.011828601360321045,
-0.012725473381578922,
0.005226623732596636,
-0.043451204895973206,
-0.06320654600858688,
0.05469439923763275,
-0.03664302080869675,
0.018557637929916382,
-0.06396906077861786,
0.10090905427932739,
-0.02570085972547531,
-0.012235090136528015,
-0.039639733731746674,
-0.09401217848062515,
-0.048236947506666183,
-0.06762222945690155,
-0.03177247568964958,
-0.0174162145704031,
-0.02726285345852375,
-0.011669112369418144,
-0.052263520658016205,
0.0003639291971921921,
0.0012880207505077124,
0.07716639339923859,
-0.07935985177755356,
-0.11808878928422928,
0.026723483577370644,
-0.039038948714733124,
-0.08141179382801056,
0.03566005453467369,
0.016751304268836975,
-0.0003708995063789189,
0.02778676338493824,
0.11362683027982712,
0.04149229824542999,
0.008247996680438519,
0.047466881573200226,
-0.013555622659623623,
0.0328713096678257,
0.014873182401061058,
0.008699513971805573,
0.01822579652070999,
0.03597720339894295,
-0.009275169111788273,
0.04144097864627838,
-0.055113889276981354,
-0.01725275255739689,
0.06673163920640945,
0.00988246500492096,
0.027364559471607208,
-0.004598941653966904,
-0.031014928594231606,
0.08529432117938995,
0.05356218293309212,
0.04482312127947807,
-0.039598479866981506
] |
jxm/u-PMLM-A | 17fd0a7912328d72478ade337ae7c24ba3a408c9 | 2022-06-01T17:38:06.000Z | [
"pytorch",
"bert",
"feature-extraction",
"transformers"
] | feature-extraction | false | jxm | null | jxm/u-PMLM-A | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
roshnir/mBert-finetuned-mlqa-dev-en | 98687c5e4f42dec4078fc03132026595873f436e | 2022-06-01T18:53:54.000Z | [
"pytorch",
"bert",
"question-answering",
"transformers",
"autotrain_compatible"
] | question-answering | false | roshnir | null | roshnir/mBert-finetuned-mlqa-dev-en | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
huggingtweets/disgustingact84-kickswish | 1441e770706717413f2d1990cb1391af0a5cbb6b | 2022-06-01T19:44:49.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/disgustingact84-kickswish | 0 | null | transformers | ---
language: en
thumbnail: https://github.com/borisdayma/huggingtweets/blob/master/img/logo.png?raw=true
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1258515252163022848/_O1bOXBQ_400x400.jpg')">
</div>
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1530279378332041220/1ysZA-S8_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI CYBORG π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Justin Moran & ToxicAct πΊπΈ β½οΈ</div>
<div style="text-align: center; font-size: 14px;">@disgustingact84-kickswish</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Justin Moran & ToxicAct πΊπΈ β½οΈ.
| Data | Justin Moran | ToxicAct πΊπΈ β½οΈ |
| --- | --- | --- |
| Tweets downloaded | 3237 | 3247 |
| Retweets | 286 | 260 |
| Short tweets | 81 | 333 |
| Tweets kept | 2870 | 2654 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/3vwd4eeo/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @disgustingact84-kickswish's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/24jluur0) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/24jluur0/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/disgustingact84-kickswish')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.015855195000767708,
0.1254691332578659,
0.0011682563927024603,
0.03544430807232857,
0.15396639704704285,
-0.015562635846436024,
-0.03656970337033272,
0.04439469054341316,
0.059977393597364426,
-0.046660393476486206,
0.009801110252737999,
0.0887003019452095,
0.02188768796622753,
-0.0317549891769886,
0.006510981824249029,
0.035850416868925095,
-0.08671369403600693,
-0.02135414257645607,
-0.04085741937160492,
0.01618093065917492,
-0.0903950035572052,
-0.1003618910908699,
0.08531121909618378,
-0.06539633870124817,
-0.05567735433578491,
0.05717303603887558,
0.007610302418470383,
0.04745028540492058,
-0.0017057685181498528,
-0.026488643139600754,
-0.0289150457829237,
0.02046068198978901,
0.0513661652803421,
0.036900844424963,
-0.028303854167461395,
0.04202504828572273,
-0.004385183099657297,
0.009000840596854687,
-0.05247170105576515,
0.03359571099281311,
-0.01642826944589615,
-0.11144223064184189,
0.0555388480424881,
0.03443562611937523,
-0.03126024082303047,
-0.02336561493575573,
-0.020661788061261177,
0.006102636456489563,
-0.036023594439029694,
0.03323635086417198,
-0.056278426200151443,
-0.06061062961816788,
0.012144379317760468,
-0.006128733977675438,
0.013908682391047478,
0.06013980135321617,
0.02001325599849224,
-0.05407223477959633,
0.06436389684677124,
-0.011304235085844994,
0.11919233947992325,
0.10003886371850967,
0.07724382728338242,
0.0023061095271259546,
0.014161285944283009,
-0.022717773914337158,
-0.05938994884490967,
0.06293736398220062,
-0.022572053596377373,
-0.009410219267010689,
0.02765772119164467,
-0.001832305220887065,
-0.04264190047979355,
-0.03773518279194832,
0.031755637377500534,
-0.063561350107193,
-0.015781035646796227,
0.03098212741315365,
-0.03381748124957085,
0.04583272337913513,
0.031023332849144936,
-0.03822141885757446,
0.016026951372623444,
-0.023313237354159355,
0.06606847047805786,
0.010050232522189617,
-0.004462460987269878,
-0.10227667540311813,
-0.03259605914354324,
0.04737616702914238,
-0.007691407110542059,
-0.015543422661721706,
0.009934138506650925,
0.03339165076613426,
-0.03626086562871933,
0.011719574220478535,
-0.06819287687540054,
-0.1442490518093109,
-0.12215419858694077,
0.07004040479660034,
-0.006606375798583031,
-0.0556003712117672,
0.08781509846448898,
0.0298952367156744,
0.014272129163146019,
-0.0273230392485857,
-0.041729867458343506,
0.03006378933787346,
0.002432231092825532,
-0.01581178419291973,
0.03303538262844086,
-0.04242904484272003,
-0.10211069136857986,
0.014584938995540142,
-0.01649579219520092,
-0.10780058801174164,
-0.014910541474819183,
0.01988137885928154,
0.10618648678064346,
-0.038248855620622635,
0.07194295525550842,
0.15443889796733856,
-0.046736862510442734,
-0.09813756495714188,
0.0056248377077281475,
0.03226552903652191,
-0.04848885163664818,
1.0975366675017073e-32,
0.06498993188142776,
0.020126329734921455,
-0.04953402653336525,
0.061041366308927536,
0.09669562429189682,
0.009071814827620983,
-0.014140198938548565,
-0.04636066406965256,
-0.11087452620267868,
-0.003306860104203224,
0.06490571051836014,
0.025202861055731773,
-0.003561870427802205,
0.013005383312702179,
-0.0071714771911501884,
-0.09623566269874573,
-0.03531753271818161,
0.0020534524228423834,
-0.008442300371825695,
0.0051982770673930645,
-0.10095268487930298,
0.04250757768750191,
-0.04596254974603653,
-0.05753915756940842,
-0.05466007813811302,
0.011265384033322334,
0.10253655165433884,
-0.04348612576723099,
0.008840808644890785,
0.0009685965487733483,
-0.045772794634103775,
-0.024104734882712364,
0.06990879029035568,
-0.05353835970163345,
0.03621986508369446,
-0.004821062553673983,
0.00958795566111803,
-0.08212742954492569,
0.00047173150232993066,
0.03768002241849899,
-0.025156797841191292,
-0.06483028084039688,
0.05306082218885422,
-0.03272008150815964,
-0.05843557417392731,
0.08650670200586319,
0.13188758492469788,
-0.003771299496293068,
0.006072818301618099,
-0.05281663313508034,
-0.02780524082481861,
-0.02239304967224598,
-0.04182949289679527,
-0.09325724840164185,
-0.022392213344573975,
-0.08354929089546204,
-0.008026836439967155,
0.03914722800254822,
0.027788976207375526,
-0.015241640619933605,
0.012102661654353142,
-0.06433487683534622,
0.03897102177143097,
-0.07082682102918625,
0.04819338396191597,
0.03229837492108345,
-0.07678141444921494,
-0.02058514952659607,
0.04554068669676781,
-0.02813141420483589,
-0.04305696487426758,
0.007911624386906624,
0.10703767091035843,
-0.0350019596517086,
-0.05905405059456825,
0.022279130294919014,
-0.007685252930969,
-0.03165695071220398,
-0.03947756439447403,
0.03589997440576553,
-0.06316697597503662,
-0.003973295446485281,
0.04246245697140694,
0.004545269533991814,
-0.030972851440310478,
-0.018590860068798065,
0.010880942456424236,
-0.04913172498345375,
0.024362212046980858,
-0.004802232142537832,
-0.09950654953718185,
-0.025041723623871803,
0.02308894507586956,
-0.08657047152519226,
-0.07049090415239334,
-1.1234711585535179e-32,
0.06922218948602676,
-0.0002297379105584696,
0.0017468682490289211,
0.0463804230093956,
0.07764070481061935,
0.06156023591756821,
0.059387702494859695,
0.06866670399904251,
-0.004613176453858614,
0.0034617518540471792,
0.04284897446632385,
-0.014754467643797398,
-0.0924379900097847,
-0.047101013362407684,
0.006487232632935047,
-0.0006800004048272967,
0.0869816318154335,
-0.03188793361186981,
-0.02840794250369072,
0.008738472126424313,
0.0009748200536705554,
0.03220599144697189,
-0.006154732778668404,
0.08679777383804321,
-0.0678563341498375,
-0.00017190177459269762,
0.07940249145030975,
-0.0005566316540353,
-0.008773185312747955,
0.02331024967133999,
-0.03973463922739029,
-0.08675363659858704,
-0.020983019843697548,
0.07716717571020126,
0.0686350166797638,
-0.006758237257599831,
-0.06157374009490013,
-0.036693062633275986,
-0.03402340039610863,
-0.05055461823940277,
0.016477074474096298,
-0.09935719519853592,
-0.051553964614868164,
-0.008177610114216805,
0.03968564048409462,
-0.04322028160095215,
0.017301563173532486,
-0.034629303961992264,
-0.01631578430533409,
0.033259280025959015,
0.03933290019631386,
0.033083297312259674,
-0.005938342306762934,
-0.02129853330552578,
-0.02740827575325966,
-0.10576923936605453,
-0.04442892223596573,
0.023739829659461975,
0.009859815239906311,
0.023950589820742607,
0.021265802904963493,
0.002205942990258336,
-0.01944061554968357,
-0.0032777891028672457,
0.050779618322849274,
0.03992129862308502,
-0.07398863136768341,
0.04489986598491669,
-0.08254869282245636,
0.006488847080618143,
0.02056378684937954,
0.057744257152080536,
0.042339347302913666,
-0.007554095238447189,
0.045176975429058075,
-0.027314774692058563,
0.09018927067518234,
0.01355761382728815,
0.0681803897023201,
0.004361077677458525,
-0.07941631227731705,
-0.07133562862873077,
-0.04683024808764458,
-0.010974247939884663,
-0.05805981904268265,
-0.012019215151667595,
-0.023852434009313583,
0.10633266717195511,
-0.0217494685202837,
-0.03918919339776039,
-0.039661284536123276,
0.0802968367934227,
0.056268077343702316,
0.04236683249473572,
0.06750217825174332,
-6.772723537551428e-8,
-0.04648176580667496,
-0.07394404709339142,
-0.0006961784674786031,
0.008893861435353756,
-0.043030403554439545,
0.025384819135069847,
0.04704900085926056,
-0.15352651476860046,
-0.02360960654914379,
-0.049874454736709595,
0.018769118934869766,
0.018948232755064964,
-0.06497218459844589,
0.030977409332990646,
-0.043091174215078354,
0.006845533382147551,
-0.13180828094482422,
0.08384165912866592,
0.007676148787140846,
-0.05963143706321716,
-0.013083450496196747,
0.036541108042001724,
0.03300323709845543,
-0.023608095943927765,
-0.001629177015274763,
0.08293771743774414,
-0.09842735528945923,
-0.006094105076044798,
0.016743049025535583,
-0.009078353643417358,
0.030786795541644096,
-0.047996390610933304,
0.030336346477270126,
-0.051162995398044586,
-0.004625468514859676,
-0.06757931411266327,
-0.04319973289966583,
-0.034689757972955704,
0.005551647860556841,
0.011939505115151405,
0.038442548364400864,
0.008161225356161594,
0.07466188073158264,
0.043025437742471695,
-0.028779445216059685,
0.020544815808534622,
0.04260064288973808,
0.022738831117749214,
0.028572147712111473,
0.02298285998404026,
-0.028574684634804726,
-0.07059841603040695,
0.011388021521270275,
0.025380220264196396,
0.04681117460131645,
0.000807575648650527,
-0.00696910684928298,
0.05420469492673874,
0.01515940297394991,
0.06684232503175735,
0.03619074821472168,
0.05715758726000786,
-0.004123497288674116,
0.0666796863079071
] |
huggingtweets/disgustingact84-kickswish-managertactical | 26ab1ba6f9ce2703bcc2ea0b809c9a952c4516f3 | 2022-06-01T20:24:09.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/disgustingact84-kickswish-managertactical | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/disgustingact84-kickswish-managertactical/1654115021712/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1530279378332041220/1ysZA-S8_400x400.jpg')">
</div>
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1258515252163022848/_O1bOXBQ_400x400.jpg')">
</div>
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1360389551336865797/6RERF_Gg_400x400.jpg')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI CYBORG π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">ToxicAct πΊπΈ β½οΈ & Justin Moran & Tactical Manager</div>
<div style="text-align: center; font-size: 14px;">@disgustingact84-kickswish-managertactical</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from ToxicAct πΊπΈ β½οΈ & Justin Moran & Tactical Manager.
| Data | ToxicAct πΊπΈ β½οΈ | Justin Moran | Tactical Manager |
| --- | --- | --- | --- |
| Tweets downloaded | 3247 | 3237 | 3250 |
| Retweets | 260 | 286 | 47 |
| Short tweets | 333 | 81 | 302 |
| Tweets kept | 2654 | 2870 | 2901 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/3rtzdst3/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @disgustingact84-kickswish-managertactical's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/3lhxffhi) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/3lhxffhi/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/disgustingact84-kickswish-managertactical')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.024954544380307198,
0.12060882151126862,
0.0036254243459552526,
0.04537307471036911,
0.17622877657413483,
-0.001834107213653624,
-0.035820409655570984,
0.05307083949446678,
0.0646340623497963,
-0.04433802142739296,
0.01009077113121748,
0.07154041528701782,
0.03243555128574371,
-0.018964402377605438,
-0.016684915870428085,
0.03534461930394173,
-0.08743996918201447,
-0.03578726202249527,
-0.05635631084442139,
0.00623490521684289,
-0.07919588685035706,
-0.08877331018447876,
0.09200548380613327,
-0.05520801246166229,
-0.04658209905028343,
0.06311527639627457,
-0.005555720999836922,
0.061842359602451324,
-0.019648928195238113,
-0.034188687801361084,
-0.0340859554708004,
0.008022468537092209,
0.05146994814276695,
0.03390365466475487,
-0.021893437951803207,
0.04867119714617729,
-0.03186044842004776,
0.015446021221578121,
-0.04742606729269028,
0.03326591104269028,
-0.00895130354911089,
-0.11557333171367645,
0.05824529007077217,
0.03755214437842369,
-0.032035063952207565,
-0.027849245816469193,
-0.006730913184583187,
-0.01714431680738926,
-0.04202250763773918,
0.025439942255616188,
-0.06837578862905502,
-0.059115223586559296,
0.013048837892711163,
0.002767762867733836,
0.007006216794252396,
0.05402975529432297,
0.025432521477341652,
-0.057660236954689026,
0.0689530223608017,
-0.024944229051470757,
0.11606945842504501,
0.09542287886142731,
0.06709643453359604,
0.011171264573931694,
0.008756217546761036,
-0.017925100401043892,
-0.06938354671001434,
0.04862930625677109,
-0.0381900854408741,
0.0030749570578336716,
0.02337639033794403,
0.0010438737226650119,
-0.01807626523077488,
-0.027567123994231224,
0.04049968346953392,
-0.054308176040649414,
-0.015922924503684044,
0.022499265149235725,
-0.01863163150846958,
0.045826107263565063,
0.04362746700644493,
-0.07017708569765091,
0.017859145998954773,
-0.03748052194714546,
0.07629407197237015,
0.02569522149860859,
-0.007976232096552849,
-0.10115852952003479,
-0.03442408889532089,
0.014578605070710182,
-0.011380919255316257,
-0.023427218198776245,
0.014202439226210117,
0.04550610110163689,
-0.04232005029916763,
0.034840501844882965,
-0.06218509003520012,
-0.15565787255764008,
-0.12355252355337143,
0.08140576630830765,
-0.00474187359213829,
-0.05185825005173683,
0.06642705947160721,
0.031177811324596405,
0.025133635848760605,
-0.03148755431175232,
-0.042874135076999664,
0.03077409602701664,
0.0054982793517410755,
-0.01772780902683735,
0.03889051079750061,
-0.0342937707901001,
-0.10203290730714798,
0.010578662157058716,
-0.02167138271033764,
-0.10328631103038788,
-0.016200849786400795,
0.026953790336847305,
0.09117652475833893,
-0.030062120407819748,
0.06478702276945114,
0.14811928570270538,
-0.0394371822476387,
-0.09678954631090164,
0.014142398722469807,
0.023158486932516098,
-0.05337729677557945,
1.1011229538292722e-32,
0.05613643303513527,
0.0013726390898227692,
-0.052249521017074585,
0.0396898053586483,
0.10257473587989807,
0.0032966542057693005,
-0.03102385252714157,
-0.03055514022707939,
-0.10970952361822128,
-0.002290136879310012,
0.06009650602936745,
0.010166246443986893,
-0.005475518759340048,
0.021033277735114098,
0.004524903371930122,
-0.0828813761472702,
-0.025085287168622017,
0.003568198997527361,
-0.017368258908391,
0.013086056336760521,
-0.11612837761640549,
0.042594391852617264,
-0.03327761963009834,
-0.0716826319694519,
-0.06321388483047485,
0.013716600835323334,
0.0868353620171547,
-0.05116032809019089,
-0.009852956980466843,
0.0003852066583931446,
-0.04696182534098625,
-0.008748593740165234,
0.060343187302351,
-0.060164324939250946,
0.039093539118766785,
-0.001506927190348506,
0.002758631482720375,
-0.07963578402996063,
0.0005201963940635324,
0.040656328201293945,
-0.028425123542547226,
-0.05128476023674011,
0.05036995932459831,
-0.052796393632888794,
-0.04823826998472214,
0.09635424613952637,
0.1107833981513977,
0.021300720050930977,
-0.009791981428861618,
-0.03677012398838997,
-0.020633667707443237,
-0.01787758618593216,
-0.04401038959622383,
-0.08976554125547409,
-0.005535834468901157,
-0.08373875170946121,
-0.006497388239949942,
0.02250315621495247,
0.03243638202548027,
-0.028236575424671173,
0.004252356011420488,
-0.05151743069291115,
0.04161078855395317,
-0.0842110738158226,
0.03695359081029892,
0.0330127514898777,
-0.0651518926024437,
-0.016692759469151497,
0.0436030738055706,
-0.019935881718993187,
-0.041854485869407654,
0.001302820979617536,
0.09475074708461761,
-0.03527069464325905,
-0.04470985382795334,
0.018917813897132874,
-0.007870773784816265,
-0.04647180065512657,
-0.027137771248817444,
0.03859220817685127,
-0.045791253447532654,
-0.023320931941270828,
0.026432905346155167,
-0.0018831322668120265,
-0.04354513809084892,
-0.00874684564769268,
-0.009034059010446072,
-0.05879182741045952,
0.045705974102020264,
0.007549699395895004,
-0.10235167294740677,
-0.01095557026565075,
0.025421077385544777,
-0.0792369619011879,
-0.0883578285574913,
-1.136592320370984e-32,
0.05916460230946541,
0.01574593037366867,
-0.023257970809936523,
0.04931319132447243,
0.09517928212881088,
0.05454457178711891,
0.04841051623225212,
0.0643295869231224,
0.009934138506650925,
-0.005043559707701206,
0.05624774098396301,
-0.023151356726884842,
-0.09331498295068741,
-0.05871886759996414,
0.009591829031705856,
0.012906409800052643,
0.07003731280565262,
-0.04107080027461052,
-0.0405765175819397,
0.014803593046963215,
0.022175602614879608,
0.03593844920396805,
-0.015503826551139355,
0.09628523141145706,
-0.05499550327658653,
-0.005143299698829651,
0.09211535006761551,
0.01522005070000887,
-0.005252758506685495,
0.020700521767139435,
-0.037440091371536255,
-0.08387850224971771,
-0.03226989507675171,
0.06602511554956436,
0.05908428132534027,
0.007426696829497814,
-0.06865307688713074,
-0.04144544526934624,
-0.025452200323343277,
-0.03600447252392769,
0.033068884164094925,
-0.09165754914283752,
-0.06865038722753525,
-0.0047090849839150906,
0.03166936710476875,
-0.049773208796978,
0.022865664213895798,
-0.036831341683864594,
0.010860544629395008,
0.04501906782388687,
0.03677617013454437,
0.03724835067987442,
-0.020044973120093346,
-0.02232489548623562,
-0.03282058238983154,
-0.10126256942749023,
-0.05528869852423668,
0.0244569294154644,
-0.000717462447937578,
0.020730730146169662,
0.021321646869182587,
0.01933516189455986,
-0.021598810330033302,
0.010083358734846115,
0.051787398755550385,
0.025889817625284195,
-0.07573825120925903,
0.029322966933250427,
-0.07816658169031143,
0.00622051814571023,
0.021134082227945328,
0.052010003477334976,
0.039094116538763046,
0.0005688571836799383,
0.04392585530877113,
-0.017713380977511406,
0.08871430158615112,
0.024575723335146904,
0.08562232553958893,
0.0013351240195333958,
-0.07007724791765213,
-0.058360401540994644,
-0.032968081533908844,
-0.011228015646338463,
-0.05381487309932709,
-0.0049424185417592525,
-0.02162867784500122,
0.1091834083199501,
-0.02003985084593296,
-0.04799935221672058,
-0.02895301766693592,
0.07525742053985596,
0.06684495508670807,
0.030444828793406487,
0.06791254132986069,
-6.719653100617506e-8,
-0.04680919647216797,
-0.08999290317296982,
-0.014635889790952206,
0.013998949900269508,
-0.04883424937725067,
0.03430403023958206,
0.036729466170072556,
-0.1530923843383789,
-0.008498863317072392,
-0.045949939638376236,
0.043347325176000595,
0.03595861420035362,
-0.06175199896097183,
0.028162308037281036,
-0.04607194662094116,
0.011451316997408867,
-0.12439333647489548,
0.07828398793935776,
-0.0027020263951271772,
-0.06326837092638016,
-0.007648339960724115,
0.028184741735458374,
0.010221997275948524,
-0.017789600417017937,
0.006850222125649452,
0.0642341822385788,
-0.11572708934545517,
0.002816559746861458,
0.007054192945361137,
0.004468829371035099,
0.04356855899095535,
-0.05758904293179512,
0.02092692255973816,
-0.05522921681404114,
0.0008182513993233442,
-0.049612727016210556,
-0.02383180893957615,
-0.039702702313661575,
0.028434086591005325,
0.017335357144474983,
0.033109914511442184,
0.020763346925377846,
0.07783160358667374,
0.05614766851067543,
-0.024112947285175323,
0.0021642621140927076,
0.05039048194885254,
-0.0005154627724550664,
0.03630724176764488,
0.02137572690844536,
-0.03127967566251755,
-0.08696441352367401,
0.0061045801267027855,
0.02045656181871891,
0.06789959967136383,
-0.0062707471661269665,
-0.0010620604734867811,
0.06457836925983429,
-0.005084706004709005,
0.07656238228082657,
0.04885571077466011,
0.04503089189529419,
0.0013701722491532564,
0.05951071158051491
] |
lmqg/t5-large-subjqa-books | be5be22dd3525016cac4d72f003a6dae90c58fc8 | 2022-06-02T14:06:26.000Z | [
"pytorch",
"t5",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/t5-large-subjqa-books | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
huggingtweets/mls_buzz-mlstransfers-transfersmls | 3ed57533333a30e615444f9170027c6204110cbb | 2022-06-01T20:57:13.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/mls_buzz-mlstransfers-transfersmls | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/mls_buzz-mlstransfers-transfersmls/1654117028998/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1142613360854388738/C49XegQF_400x400.jpg')">
</div>
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/417716955076763648/_e97ys3b_400x400.jpeg')">
</div>
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1229972304689614848/EqOwTdY8_400x400.jpg')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI CYBORG π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">MLS Buzz & MLS Transfers & Will Forbes</div>
<div style="text-align: center; font-size: 14px;">@mls_buzz-mlstransfers-transfersmls</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from MLS Buzz & MLS Transfers & Will Forbes.
| Data | MLS Buzz | MLS Transfers | Will Forbes |
| --- | --- | --- | --- |
| Tweets downloaded | 3250 | 3248 | 3247 |
| Retweets | 32 | 811 | 1136 |
| Short tweets | 167 | 475 | 359 |
| Tweets kept | 3051 | 1962 | 1752 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/29rusxig/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @mls_buzz-mlstransfers-transfersmls's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/2qzhkike) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/2qzhkike/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/mls_buzz-mlstransfers-transfersmls')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.027198415249586105,
0.11453749239444733,
0.01113435160368681,
0.046971678733825684,
0.17127904295921326,
-0.00408241106197238,
-0.035185448825359344,
0.05087212473154068,
0.06610511243343353,
-0.04719573259353638,
0.01104787364602089,
0.06563583761453629,
0.023081136867403984,
-0.026126403361558914,
-0.012850997038185596,
0.04261735826730728,
-0.08222387731075287,
-0.04526885598897934,
-0.059343960136175156,
0.007712995633482933,
-0.07926520705223083,
-0.08703454583883286,
0.08690235763788223,
-0.052755288779735565,
-0.03926745429635048,
0.06581901758909225,
-0.01105803344398737,
0.061005812138319016,
-0.016553569585084915,
-0.022407319396734238,
-0.03700541332364082,
0.008625573478639126,
0.05676428601145744,
0.036186859011650085,
-0.020364567637443542,
0.05089416354894638,
-0.03707879036664963,
0.010067656636238098,
-0.04174039885401726,
0.04030798748135567,
-0.011342243291437626,
-0.1226286068558693,
0.06056566163897514,
0.03852347657084465,
-0.036643482744693756,
-0.034063562750816345,
-0.009682688862085342,
-0.019714441150426865,
-0.03678835928440094,
0.04292735457420349,
-0.06465670466423035,
-0.04653609171509743,
0.009147759526968002,
0.0072859195061028,
0.004892511758953333,
0.07046008110046387,
0.022707641124725342,
-0.04725542664527893,
0.07388269156217575,
-0.020726056769490242,
0.10401826351881027,
0.09720124304294586,
0.06874614953994751,
0.008730747736990452,
0.0055953278206288815,
-0.020220061764121056,
-0.07151059061288834,
0.05445825681090355,
-0.03608720749616623,
-0.009877570904791355,
0.02428267151117325,
0.0032874110620468855,
-0.019520126283168793,
-0.028933178633451462,
0.04899628832936287,
-0.05230508744716644,
-0.012546449899673462,
0.016368141397833824,
-0.02276146225631237,
0.04801169037818909,
0.036412544548511505,
-0.06471646577119827,
0.008076089434325695,
-0.03895489126443863,
0.0708572119474411,
0.02617557905614376,
-0.0009757299558259547,
-0.09053466469049454,
-0.03163592889904976,
0.019564075395464897,
-0.011628499254584312,
-0.03503359481692314,
0.004384396597743034,
0.05122337117791176,
-0.042346496134996414,
0.035366855561733246,
-0.055037371814250946,
-0.15725800395011902,
-0.12355823069810867,
0.07828675955533981,
-0.0007069877465255558,
-0.050202883780002594,
0.07215825468301773,
0.02795511484146118,
0.021520143374800682,
-0.03319656476378441,
-0.03556536138057709,
0.03358711674809456,
0.0013053766451776028,
-0.023842522874474525,
0.043174050748348236,
-0.03620551899075508,
-0.10090264678001404,
0.015907080844044685,
-0.017509719356894493,
-0.10231522470712662,
-0.01261958573013544,
0.025585167109966278,
0.0932852029800415,
-0.03181488439440727,
0.07548718899488449,
0.14578905701637268,
-0.03969647362828255,
-0.10025537014007568,
0.005153280217200518,
0.028222933411598206,
-0.04568927362561226,
1.1533914570753791e-32,
0.05807294696569443,
0.0050443620420992374,
-0.0485185906291008,
0.054164301604032516,
0.09642445296049118,
0.014754949137568474,
-0.03331708535552025,
-0.023470157757401466,
-0.10932750254869461,
-0.013021840713918209,
0.06488984823226929,
0.018063707277178764,
-0.00877581350505352,
0.022298026829957962,
0.010531940497457981,
-0.08526695519685745,
-0.03220676630735397,
-0.0019260398112237453,
-0.012941812165081501,
0.021475281566381454,
-0.11765174567699432,
0.043676771223545074,
-0.028611285611987114,
-0.0713106170296669,
-0.06193991377949715,
0.015302305109798908,
0.09025193750858307,
-0.05074227601289749,
-0.011152268387377262,
0.0018321146490052342,
-0.0504046306014061,
-0.011154991574585438,
0.06902586668729782,
-0.05851316824555397,
0.04524870961904526,
0.005737863946706057,
0.0007881814381107688,
-0.07681436091661453,
0.0015206716489046812,
0.036227695643901825,
-0.034746162593364716,
-0.053628381341695786,
0.042735446244478226,
-0.0492488369345665,
-0.04885996878147125,
0.09430527687072754,
0.1167432963848114,
0.021264858543872833,
-0.01366496179252863,
-0.03821999579668045,
-0.01826918125152588,
-0.01906415820121765,
-0.046307407319545746,
-0.09208952635526657,
0.008309156633913517,
-0.0902874544262886,
-0.004642938729375601,
0.020185325294733047,
0.03220678120851517,
-0.039164505898952484,
0.0009099893504753709,
-0.05654807761311531,
0.04829522594809532,
-0.08035949617624283,
0.04295267164707184,
0.04366659000515938,
-0.06838078051805496,
-0.020710239186882973,
0.04493231326341629,
-0.029444942250847816,
-0.038646865636110306,
0.0008264388306997716,
0.09316324442625046,
-0.03792163357138634,
-0.04997945576906204,
0.025371147319674492,
-0.014738614670932293,
-0.04742274433374405,
-0.02607380785048008,
0.03303302824497223,
-0.04911477863788605,
-0.021058909595012665,
0.03074195422232151,
0.00018897138943430036,
-0.034132491797208786,
-0.011873879469931126,
-0.007280954159796238,
-0.05556230992078781,
0.0301253292709589,
0.004091192968189716,
-0.10069579631090164,
-0.0027714024763554335,
0.02342151664197445,
-0.08231257647275925,
-0.08648465573787689,
-1.1792253698917974e-32,
0.05519456788897514,
0.005204328801482916,
-0.023285355418920517,
0.0470585897564888,
0.09004312753677368,
0.05166011303663254,
0.05087713152170181,
0.05803096666932106,
0.013998009264469147,
-0.004198852926492691,
0.05359266698360443,
-0.020566897466778755,
-0.09827881306409836,
-0.06025591120123863,
0.0058227297849953175,
0.01274940650910139,
0.06600681692361832,
-0.038823604583740234,
-0.04127093032002449,
0.017373349517583847,
0.03074491210281849,
0.028159266337752342,
-0.016472147777676582,
0.09548798203468323,
-0.056850284337997437,
-0.01059682946652174,
0.08758155256509781,
0.01039073895663023,
-0.005860575940459967,
0.01116039790213108,
-0.04648603871464729,
-0.08745956420898438,
-0.025880703702569008,
0.06754699349403381,
0.06050726771354675,
0.0074951499700546265,
-0.057525988668203354,
-0.04225936532020569,
-0.026346059516072273,
-0.03683708608150482,
0.0329832099378109,
-0.0977436900138855,
-0.06972374767065048,
-0.019721217453479767,
0.02535632997751236,
-0.043495409190654755,
0.030526500195264816,
-0.043828848749399185,
0.0018368693999946117,
0.0580151192843914,
0.03792858123779297,
0.03684932738542557,
-0.026181602850556374,
-0.01630086451768875,
-0.03121732734143734,
-0.0986555740237236,
-0.051923684775829315,
0.030673477798700333,
0.002428668551146984,
0.020010195672512054,
0.013556502759456635,
0.019827207550406456,
-0.014644496142864227,
0.014356907457113266,
0.05878716707229614,
0.027006616815924644,
-0.07691144198179245,
0.0316181406378746,
-0.07483276724815369,
-0.0006999240140430629,
0.025097917765378952,
0.05079624429345131,
0.04334898293018341,
-0.0105232372879982,
0.04922734200954437,
-0.01382038090378046,
0.09179984778165817,
0.021850936114788055,
0.08568667620420456,
0.0038880473002791405,
-0.07240608334541321,
-0.05694384127855301,
-0.026197608560323715,
-0.005649306811392307,
-0.060537900775671005,
-0.00750422989949584,
-0.01926414482295513,
0.10390739142894745,
-0.031990502029657364,
-0.044234756380319595,
-0.03086552396416664,
0.08062125742435455,
0.06394638121128082,
0.02829885482788086,
0.06992800533771515,
-6.706399346967373e-8,
-0.0601407028734684,
-0.08154970407485962,
-0.014986117370426655,
0.010005448944866657,
-0.046331893652677536,
0.04062388837337494,
0.04427191615104675,
-0.14828604459762573,
-0.01458179671317339,
-0.04637736827135086,
0.04452463984489441,
0.029730727896094322,
-0.05365462601184845,
0.031661927700042725,
-0.043187934905290604,
0.0022495815064758062,
-0.12996672093868256,
0.07235292345285416,
-0.002069324254989624,
-0.060506533831357956,
-0.005558815319091082,
0.030826155096292496,
0.00945964828133583,
-0.0132707878947258,
-0.003166757756844163,
0.058569204062223434,
-0.11304870247840881,
0.003999135922640562,
0.0008106871973723173,
-0.0011786723043769598,
0.038095589727163315,
-0.057012345641851425,
0.023217380046844482,
-0.07039456069469452,
-0.005486886948347092,
-0.054305512458086014,
-0.02277454361319542,
-0.04642278328537941,
0.032152410596609116,
0.026098031550645828,
0.03284476324915886,
0.02338695153594017,
0.0651768147945404,
0.04909371957182884,
-0.011758777312934399,
0.006928438786417246,
0.04880264028906822,
0.0008626696071587503,
0.029080988839268684,
0.030451741069555283,
-0.03187424689531326,
-0.07543911039829254,
0.0042520067654550076,
0.010203787125647068,
0.06733907759189606,
-0.003526476211845875,
-0.0010509960120543838,
0.07183215022087097,
-0.008635776117444038,
0.07230585068464279,
0.04813285171985626,
0.04243779182434082,
-0.0014486343134194613,
0.06604885309934616
] |
lmqg/t5-large-subjqa-tripadvisor | 1da63a185d382b5bdb32afb50b1a27098ff8a27b | 2022-06-03T00:05:03.000Z | [
"pytorch",
"t5",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/t5-large-subjqa-tripadvisor | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
lmqg/t5-large-subjqa-grocery | d02f3b52d230f770f2186ad3d0c32e9fa64e6d2c | 2022-06-02T18:12:47.000Z | [
"pytorch",
"t5",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/t5-large-subjqa-grocery | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
lmqg/t5-large-subjqa-movies | 76dcc4a85e049f80d88c74d86ea82f6add3b287c | 2022-06-02T20:08:07.000Z | [
"pytorch",
"t5",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/t5-large-subjqa-movies | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
lmqg/t5-large-subjqa-electronics | 28752831479f8395accb27cb63806bc35ba25c6f | 2022-06-02T16:10:34.000Z | [
"pytorch",
"t5",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/t5-large-subjqa-electronics | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
q2-jlbar/swin-tiny-patch4-window7-224-finetuned-eurosat | 87867e84c73819fa3de2d8e872b8c52d8e0a42a2 | 2022-06-06T14:24:15.000Z | [
"pytorch",
"swin",
"image-classification",
"dataset:image_folder",
"transformers",
"generated_from_trainer",
"license:apache-2.0",
"model-index"
] | image-classification | false | q2-jlbar | null | q2-jlbar/swin-tiny-patch4-window7-224-finetuned-eurosat | 0 | null | transformers | ---
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- image_folder
metrics:
- accuracy
model-index:
- name: swin-tiny-patch4-window7-224-finetuned-eurosat
results:
- task:
name: Image Classification
type: image-classification
dataset:
name: image_folder
type: image_folder
args: default
metrics:
- name: Accuracy
type: accuracy
value: 0.9618518518518518
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# swin-tiny-patch4-window7-224-finetuned-eurosat
This model is a fine-tuned version of [microsoft/swin-tiny-patch4-window7-224](https://huggingface.co/microsoft/swin-tiny-patch4-window7-224) on the image_folder dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1199
- Accuracy: 0.9619
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 128
- eval_batch_size: 128
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 512
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 3
### Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 0.3627 | 0.99 | 47 | 0.1988 | 0.9389 |
| 0.2202 | 1.99 | 94 | 0.1280 | 0.9604 |
| 0.1948 | 2.99 | 141 | 0.1199 | 0.9619 |
### Framework versions
- Transformers 4.19.2
- Pytorch 1.11.0
- Datasets 2.2.2
- Tokenizers 0.12.1
| [
-0.02153560146689415,
-0.01304063480347395,
-0.04329267144203186,
0.06273209303617477,
0.08383148908615112,
-0.005841806065291166,
0.007043043617159128,
-0.008133281022310257,
-0.026671726256608963,
-0.11409508436918259,
0.08915151655673981,
-0.0864444375038147,
0.024571774527430534,
0.02848411723971367,
-0.11442497372627258,
0.004625990055501461,
0.026937736198306084,
-0.02072606235742569,
-0.1038518026471138,
0.02777210623025894,
-0.04658271744847298,
-0.0171405840665102,
0.04992475360631943,
0.03342737257480621,
-0.025434669107198715,
-0.0005302970530465245,
-0.10054697096347809,
0.015378381125628948,
0.02647233009338379,
-0.04037129878997803,
0.03621324524283409,
0.07606388628482819,
0.009301386773586273,
-0.002612679498270154,
0.032241515815258026,
0.09462499618530273,
0.00027567995130084455,
-0.06654535233974457,
-0.035939771682024,
0.0004184157296549529,
0.034181639552116394,
-0.021811572834849358,
0.026937777176499367,
0.012590069323778152,
0.0019494248554110527,
0.029706468805670738,
0.014048236422240734,
-0.09859438240528107,
-0.056440576910972595,
0.015851177275180817,
-0.08917970955371857,
-0.047560058534145355,
0.017134390771389008,
-0.08137162774801254,
-0.05809914320707321,
-0.027739817276597023,
-0.015755441039800644,
0.02418534830212593,
-0.030041571706533432,
0.05590798333287239,
0.08663518726825714,
-0.023797011002898216,
-0.07717803865671158,
-0.004951752256602049,
-0.05177073925733566,
-0.028825104236602783,
0.006883466150611639,
-0.07270128279924393,
0.10093733668327332,
-0.11770892888307571,
0.014388252049684525,
0.034164946526288986,
-0.02073354832828045,
0.028173379600048065,
0.020834991708397865,
0.0073104361072182655,
0.008797924965620041,
0.05481583997607231,
0.08817141503095627,
-0.1247408464550972,
-0.026107273995876312,
-0.06537507474422455,
0.03160225227475166,
-0.04689335823059082,
0.13512474298477173,
0.0157975684851408,
0.038820523768663406,
0.030363332480192184,
0.022359348833560944,
-0.013566549867391586,
0.0040714554488658905,
-0.016537457704544067,
-0.02781670168042183,
0.07556657493114471,
0.025399956852197647,
0.02742167003452778,
0.04760468378663063,
0.022093655541539192,
-0.10192539542913437,
0.1245756670832634,
-0.047525882720947266,
0.040454138070344925,
-0.0026108536403626204,
0.06434078514575958,
0.057710643857717514,
-0.002153185661882162,
0.027825137600302696,
0.09058335423469543,
0.02662220224738121,
-0.07199232280254364,
0.04536353424191475,
0.023521827533841133,
-0.02314002811908722,
-0.0005463038105517626,
0.013112396001815796,
0.0800957977771759,
-0.07994822412729263,
0.014984254725277424,
-0.0677899420261383,
0.12497762590646744,
-0.033701177686452866,
-0.010287708602845669,
-0.01822303794324398,
-0.07119347155094147,
0.01906314305961132,
-0.04660113900899887,
-0.08088937401771545,
2.5253819211257002e-33,
0.03461913764476776,
0.009357995353639126,
0.03934455290436745,
-0.007939952425658703,
0.07596403360366821,
-0.08101562410593033,
-0.033624276518821716,
-0.01588793285191059,
-0.006942735984921455,
-0.029211005195975304,
-0.036938149482011795,
0.009183750487864017,
-0.03463049605488777,
0.1012519970536232,
0.0731077641248703,
-0.00990946777164936,
-0.006153866183012724,
0.016241850331425667,
0.025406477972865105,
0.023743024095892906,
0.11243723332881927,
0.0051118554547429085,
-0.010441158898174763,
-0.08066147565841675,
-0.042965441942214966,
0.09957509487867355,
0.04096569865942001,
0.012169119901955128,
0.04345350340008736,
0.06336848437786102,
-0.07415483146905899,
-0.05014084652066231,
0.025578908622264862,
0.011652323417365551,
0.0016738608246669173,
-0.021910423412919044,
0.003366901073604822,
-0.0022478734608739614,
-0.024568971246480942,
0.02877134270966053,
0.0474371500313282,
0.009707150980830193,
-0.0063622090965509415,
-0.08236734569072723,
-0.013187095522880554,
-0.013381296768784523,
0.09070110321044922,
0.040318768471479416,
-0.004763562232255936,
0.054202042520046234,
-0.011299270205199718,
-0.019104083999991417,
-0.008954922668635845,
-0.044637009501457214,
-0.10846942663192749,
-0.04337567836046219,
0.01619042456150055,
0.06503051519393921,
-0.02733108028769493,
-0.05345390737056732,
0.04289638251066208,
0.05003770813345909,
0.00029325217474251986,
0.027606958523392677,
-0.008527043275535107,
-0.04927268996834755,
0.01620439998805523,
-0.059888988733291626,
-0.029936974868178368,
0.0229030754417181,
-0.05786686763167381,
0.05832589045166969,
0.003433129284530878,
-0.03166697174310684,
0.061919499188661575,
-0.07496620714664459,
0.040015384554862976,
-0.003975663799792528,
-0.09047369658946991,
0.023867007344961166,
-0.05283353105187416,
0.07942936569452286,
-0.004736150149255991,
-0.13236355781555176,
-0.10451429337263107,
-0.026445308700203896,
0.034118372946977615,
0.0035551851615309715,
0.012507827952504158,
0.02595667541027069,
0.002991168526932597,
0.0695020854473114,
-0.06003657355904579,
-0.0182951670140028,
-0.039405371993780136,
-2.4206494152292654e-33,
-0.003547156695276499,
0.02012879028916359,
0.006769424770027399,
0.020793866366147995,
-0.02232360653579235,
0.05257182940840721,
0.02759893238544464,
0.10303475707769394,
-0.043502215296030045,
-0.049701761454343796,
0.10170698910951614,
0.012853647582232952,
-0.08133341372013092,
-0.06905937194824219,
0.023415761068463326,
-0.014168827794492245,
-0.02658967487514019,
-0.01450236514210701,
0.016170425340533257,
0.02236398495733738,
0.060778774321079254,
0.12596523761749268,
-0.03024817630648613,
0.06518249958753586,
-0.009301322512328625,
0.02556833252310753,
0.04815605655312538,
0.027161968871951103,
0.04468081146478653,
-0.03290671855211258,
0.02812313474714756,
-0.050345033407211304,
-0.09520827233791351,
0.009512234479188919,
0.030625196173787117,
0.0058588068932294846,
0.0025428247172385454,
-0.02951173111796379,
-0.0330374501645565,
0.10262376070022583,
0.04450231045484543,
-0.002989829983562231,
-0.11603990197181702,
0.07437837868928909,
0.02964995615184307,
-0.08149948716163635,
0.03154962137341499,
-0.0767744779586792,
0.05005072057247162,
-0.018834779039025307,
0.09021943807601929,
-0.09620516747236252,
-0.03642648458480835,
-0.02656739577651024,
-0.017147986218333244,
0.014070818200707436,
0.0306821558624506,
-0.03449306637048721,
-0.03447546064853668,
0.024930482730269432,
-0.022788282483816147,
-0.02971605956554413,
-0.14686183631420135,
-0.035148706287145615,
0.024145156145095825,
0.05278646945953369,
-0.10568822175264359,
0.024961700662970543,
0.009518886916339397,
0.03190936893224716,
-0.00023076853540260345,
0.05893706530332565,
0.05061620846390724,
-0.007069084793329239,
-0.005708229728043079,
-0.014473083429038525,
-0.007885548286139965,
0.05200376361608505,
0.0324367955327034,
-0.06389780342578888,
-0.048070162534713745,
-0.03684008866548538,
0.06323260813951492,
0.03161417692899704,
0.10188997536897659,
0.02334650233387947,
0.010337005369365215,
0.03467186540365219,
0.009081169962882996,
-0.040722258388996124,
0.022214872762560844,
0.057865485548973083,
0.06272892653942108,
0.10410019010305405,
0.013930210843682289,
-5.635929767322523e-8,
-0.04004072770476341,
0.0012452872470021248,
-0.06594076007604599,
0.0836271420121193,
-0.015580305829644203,
0.009909638203680515,
-0.051740650087594986,
0.026461588218808174,
-0.05277290940284729,
0.017521128058433533,
0.061436157673597336,
0.030131274834275246,
-0.11481879651546478,
-0.0014240301679819822,
0.006867774296551943,
-0.029598020017147064,
-0.040903691202402115,
0.12497419863939285,
-0.01784598082304001,
-0.01941404491662979,
0.051727935671806335,
-0.03685203194618225,
0.05664641782641411,
-0.05026547983288765,
0.002387456363067031,
-0.06963793188333511,
-0.013287852518260479,
0.09913770109415054,
-0.05566401779651642,
-0.04374425858259201,
0.031187186017632484,
0.0017195739783346653,
0.035401761531829834,
0.017438003793358803,
-0.047824110835790634,
0.06373920291662216,
-0.030576402321457863,
0.03943667560815811,
0.023887554183602333,
0.031123511493206024,
-0.018176719546318054,
0.024914618581533432,
-0.060555875301361084,
-0.023286709561944008,
0.03158276155591011,
-0.006543037481606007,
0.021314045414328575,
-0.07194112986326218,
0.02035246603190899,
0.023268375545740128,
0.006317330989986658,
-0.010230554267764091,
-0.010232253931462765,
0.09564618766307831,
0.007937089540064335,
0.015002762898802757,
0.025230074301362038,
-0.10539925843477249,
-0.007212911732494831,
0.018289051949977875,
0.021277859807014465,
-0.03558662161231041,
-0.05372646078467369,
0.015975862741470337
] |
lmqg/bart-large-subjqa-restaurants | 5f0c532d3706e07a29827eb425c5f8007271644d | 2022-06-05T01:54:16.000Z | [
"pytorch",
"bart",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/bart-large-subjqa-restaurants | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
lmqg/bart-large-subjqa-electronics | 8aeb84dc1f30435c41f0582609da1d3801aa8fb3 | 2022-06-02T16:39:00.000Z | [
"pytorch",
"bart",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/bart-large-subjqa-electronics | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
lmqg/bart-base-subjqa-electronics | 9648a6730585914b8480768e379037030b43988a | 2022-06-02T16:19:36.000Z | [
"pytorch",
"bart",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/bart-base-subjqa-electronics | 0 | null | transformers | Entry not found | [
0.046114739030599594,
-0.038838207721710205,
-0.010496609844267368,
-0.036821696907281876,
0.01126185618340969,
0.013094942085444927,
0.0019101760117337108,
-0.01397914718836546,
0.027092747390270233,
-0.015212515369057655,
0.01728430762887001,
-0.08189477771520615,
0.03817420080304146,
-0.049201298505067825,
0.02138904109597206,
-0.015245906077325344,
-0.032037731260061264,
-0.12457586824893951,
0.03150877729058266,
0.03238162398338318,
-0.060957930982112885,
0.05409303307533264,
-0.025087472051382065,
0.015685828402638435,
0.028129979968070984,
-0.04710397124290466,
-0.01868823729455471,
0.013785239309072495,
-0.04001203551888466,
0.011739116162061691,
-0.043177440762519836,
0.05500622093677521,
0.004543010611087084,
0.029731089249253273,
0.14852197468280792,
0.026581211015582085,
0.029079673811793327,
-0.05169109255075455,
0.05803573504090309,
-0.07732245326042175,
-0.017637979239225388,
-0.04219649359583855,
0.04180780425667763,
0.02362099289894104,
0.021563269197940826,
0.016478484496474266,
-0.002181533956900239,
-0.06400246918201447,
0.06393083184957504,
0.01959899440407753,
-0.08565032482147217,
0.009348995983600616,
-0.008718878962099552,
-0.028583507984876633,
-0.07310014963150024,
0.09416430443525314,
0.001759322709403932,
0.061849892139434814,
0.011840512044727802,
-0.03599728271365166,
0.08358275145292282,
-0.026198094710707664,
0.03736569732427597,
-0.028206532821059227,
-0.07454850524663925,
-0.08883563429117203,
-0.06279945373535156,
-0.008695360273122787,
0.014119318686425686,
-0.08253553509712219,
0.06492181122303009,
-0.0022391262464225292,
-0.14716914296150208,
0.07743017375469208,
-0.0354837141931057,
-0.055201541632413864,
0.006981873884797096,
-0.012166661210358143,
0.055111516267061234,
-0.007116849534213543,
-0.023175779730081558,
-0.005835161544382572,
-0.09185641258955002,
0.055196963250637054,
0.03414800390601158,
0.03835179656744003,
0.038685429841279984,
-0.02598721720278263,
0.01780487410724163,
0.022428371012210846,
0.025005394592881203,
-0.10761528462171555,
-0.04800161346793175,
-0.04343584552407265,
0.012374687939882278,
-0.019502121955156326,
0.029218101873993874,
0.08421733975410461,
-0.011719700880348682,
0.09283562749624252,
-0.007015439216047525,
-0.035431113094091415,
-0.06936462968587875,
0.09425335377454758,
-0.010958515107631683,
-0.008059054613113403,
0.004974207375198603,
-0.003152861027047038,
0.06105929613113403,
-0.039642877876758575,
-0.03619543835520744,
-0.01990189217031002,
0.07134738564491272,
0.03951489180326462,
-0.012729489244520664,
-0.006646532099694014,
-0.04746145382523537,
-0.014432583004236221,
-0.05157482251524925,
0.09506245702505112,
-0.049747660756111145,
-0.04591798037290573,
-0.008965479210019112,
-0.03254216909408569,
-0.0862678736448288,
-0.06624379754066467,
0.025388769805431366,
-4.303922322664091e-33,
0.011330732144415379,
0.003343495773151517,
-0.002155536785721779,
0.04871902987360954,
-0.0235642921179533,
-0.07933277636766434,
0.06009034812450409,
0.023353291675448418,
-0.038447074592113495,
-0.020433718338608742,
-0.06952055543661118,
-0.03235612437129021,
0.006248596590012312,
0.0648043304681778,
-0.032012373208999634,
0.061689745634794235,
0.04170004650950432,
-0.007618475239723921,
0.03340128809213638,
-0.047770511358976364,
0.008873093873262405,
-0.040663380175828934,
-0.010506873019039631,
0.01065196841955185,
0.02133353054523468,
0.12854503095149994,
-0.009705545380711555,
0.010055598802864552,
-0.017507627606391907,
0.006515401881188154,
0.06334003061056137,
-0.057817306369543076,
0.013668926432728767,
-0.020286204293370247,
0.05430469289422035,
-0.023184744641184807,
0.0828516036272049,
0.0005449507152661681,
-0.10372656583786011,
-0.07634282112121582,
-0.005381606053560972,
-0.039263784885406494,
0.0006114387651905417,
-0.013282010331749916,
0.07119111716747284,
0.04369616135954857,
0.03168417885899544,
0.04338686540722847,
0.05728672072291374,
0.08320067822933197,
-0.07961416989564896,
0.015234327875077724,
0.017001967877149582,
0.04700412601232529,
-0.09794383496046066,
0.004990281071513891,
-0.0706300288438797,
-0.02800050750374794,
-0.04018739238381386,
-0.0702052190899849,
0.011351297609508038,
0.06020183488726616,
-0.03297264501452446,
0.09396491944789886,
0.03417911380529404,
-0.019825704395771027,
-0.03469046205282211,
-0.013036970049142838,
0.058969367295503616,
-0.012359361164271832,
-0.01727517880499363,
-0.07982361316680908,
0.020591329783201218,
0.06737419217824936,
0.04176463559269905,
-0.04978840798139572,
-0.05877472460269928,
-0.06289283186197281,
-0.033541616052389145,
-0.038719456642866135,
0.009898579679429531,
-0.0551421083509922,
-0.11629002541303635,
-0.011855470016598701,
0.10663621127605438,
0.03735414519906044,
-0.006548015400767326,
-0.05118956044316292,
0.06663122773170471,
0.018746541813015938,
0.03284177929162979,
0.041592977941036224,
-0.06879372149705887,
0.04216769337654114,
-0.01628211699426174,
5.41394540340092e-34,
0.05697011947631836,
-0.006972228176891804,
0.015711694955825806,
-0.17956368625164032,
0.023202192038297653,
0.007923650555312634,
-0.00806241761893034,
0.0074973804876208305,
0.07391718029975891,
0.030931370332837105,
0.060510650277137756,
0.05860583484172821,
0.09515278041362762,
-0.0022829785011708736,
0.001603571348823607,
0.07024980336427689,
0.012629282660782337,
0.07425688207149506,
-0.03842632472515106,
0.018611500039696693,
0.030608979985117912,
-0.024493897333741188,
0.021528519690036774,
-0.003039622213691473,
-0.03676344081759453,
0.03130285069346428,
0.07998586446046829,
0.010451183654367924,
-0.0793023407459259,
-0.013543945737183094,
0.018781807273626328,
0.05168003961443901,
-0.07191972434520721,
0.1578306406736374,
0.0261915884912014,
0.012623557820916176,
0.08218052238225937,
-0.02980751171708107,
-0.07528629153966904,
-0.04250101000070572,
0.017244761809706688,
0.04411795362830162,
0.03708017244935036,
0.009233089163899422,
-0.0402718186378479,
0.022496407851576805,
0.02495848946273327,
0.07633636146783829,
0.005147143267095089,
0.013892092742025852,
0.05610475689172745,
-0.06684737652540207,
0.05862552300095558,
-0.02068880945444107,
0.05377641320228577,
0.06718502193689346,
0.005329218693077564,
-0.013880369253456593,
0.029931601136922836,
0.009508519433438778,
-0.045173775404691696,
0.11534363776445389,
-0.06510119885206223,
0.05117694288492203,
-0.002612584736198187,
-0.08554833382368088,
-0.03784773126244545,
0.08049595355987549,
0.011298057623207569,
-0.07695550471544266,
-0.048688776791095734,
0.02515522949397564,
0.06252259016036987,
-0.045092228800058365,
-0.012469440698623657,
0.02855953387916088,
-0.030573071911931038,
0.05066259205341339,
-0.08187385648488998,
0.04469598829746246,
0.003405107883736491,
0.04145055636763573,
-0.021858634427189827,
-0.06112267076969147,
-0.009080461226403713,
-0.059032510966062546,
0.025953957810997963,
0.05969088897109032,
-0.07613508403301239,
-0.037207186222076416,
-0.03631676360964775,
0.07058047503232956,
-0.008224091492593288,
0.04196193441748619,
-0.028595218434929848,
-1.496900736697171e-8,
-0.0014125127345323563,
0.03401883319020271,
-0.04033839702606201,
0.04116074740886688,
0.09359637647867203,
-0.051159556955099106,
0.0008746074745431542,
-0.03389836847782135,
-0.0056784991174936295,
-0.01068689301609993,
-0.04789939522743225,
-0.048200517892837524,
-0.02011881209909916,
-0.032091014087200165,
-0.042112622410058975,
-0.10229520499706268,
-0.07819411158561707,
-0.031228765845298767,
-0.021547820419073105,
-0.04960229992866516,
0.080877885222435,
-0.07801235467195511,
0.06919728219509125,
-0.04999842122197151,
0.03687044233083725,
0.0388900563120842,
-0.049989670515060425,
-0.04254629462957382,
-0.04606935754418373,
0.08682432025671005,
-0.031148400157690048,
0.11826757341623306,
0.03410249203443527,
-0.020859280601143837,
-0.020520316436886787,
0.027134137228131294,
0.09741272032260895,
0.0516086108982563,
0.013477473519742489,
-0.1364929974079132,
-0.02230440080165863,
0.02385946922004223,
0.03873211517930031,
-0.09249970316886902,
-0.04549084231257439,
0.05422014743089676,
0.011604365892708302,
0.05119062587618828,
0.07713304460048676,
-0.022097090259194374,
-0.06127815693616867,
-0.018579550087451935,
0.006740465294569731,
-0.004963087849318981,
0.02409542165696621,
0.0736224576830864,
-0.003481866791844368,
-0.0699305310845375,
-0.00662978645414114,
-0.05988084524869919,
0.05297161638736725,
-0.029027974233031273,
-0.027858959510922432,
-0.012875288724899292
] |
lmqg/t5-base-subjqa-restaurants | 40bd8f30699609dd8c1e3f8868ad629dbb4ecb03 | 2022-06-02T21:13:18.000Z | [
"pytorch",
"t5",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/t5-base-subjqa-restaurants | 0 | null | transformers | Entry not found | [
0.046114739030599594,
-0.038838207721710205,
-0.010496609844267368,
-0.036821696907281876,
0.01126185618340969,
0.013094942085444927,
0.0019101760117337108,
-0.01397914718836546,
0.027092747390270233,
-0.015212515369057655,
0.01728430762887001,
-0.08189477771520615,
0.03817420080304146,
-0.049201298505067825,
0.02138904109597206,
-0.015245906077325344,
-0.032037731260061264,
-0.12457586824893951,
0.03150877729058266,
0.03238162398338318,
-0.060957930982112885,
0.05409303307533264,
-0.025087472051382065,
0.015685828402638435,
0.028129979968070984,
-0.04710397124290466,
-0.01868823729455471,
0.013785239309072495,
-0.04001203551888466,
0.011739116162061691,
-0.043177440762519836,
0.05500622093677521,
0.004543010611087084,
0.029731089249253273,
0.14852197468280792,
0.026581211015582085,
0.029079673811793327,
-0.05169109255075455,
0.05803573504090309,
-0.07732245326042175,
-0.017637979239225388,
-0.04219649359583855,
0.04180780425667763,
0.02362099289894104,
0.021563269197940826,
0.016478484496474266,
-0.002181533956900239,
-0.06400246918201447,
0.06393083184957504,
0.01959899440407753,
-0.08565032482147217,
0.009348995983600616,
-0.008718878962099552,
-0.028583507984876633,
-0.07310014963150024,
0.09416430443525314,
0.001759322709403932,
0.061849892139434814,
0.011840512044727802,
-0.03599728271365166,
0.08358275145292282,
-0.026198094710707664,
0.03736569732427597,
-0.028206532821059227,
-0.07454850524663925,
-0.08883563429117203,
-0.06279945373535156,
-0.008695360273122787,
0.014119318686425686,
-0.08253553509712219,
0.06492181122303009,
-0.0022391262464225292,
-0.14716914296150208,
0.07743017375469208,
-0.0354837141931057,
-0.055201541632413864,
0.006981873884797096,
-0.012166661210358143,
0.055111516267061234,
-0.007116849534213543,
-0.023175779730081558,
-0.005835161544382572,
-0.09185641258955002,
0.055196963250637054,
0.03414800390601158,
0.03835179656744003,
0.038685429841279984,
-0.02598721720278263,
0.01780487410724163,
0.022428371012210846,
0.025005394592881203,
-0.10761528462171555,
-0.04800161346793175,
-0.04343584552407265,
0.012374687939882278,
-0.019502121955156326,
0.029218101873993874,
0.08421733975410461,
-0.011719700880348682,
0.09283562749624252,
-0.007015439216047525,
-0.035431113094091415,
-0.06936462968587875,
0.09425335377454758,
-0.010958515107631683,
-0.008059054613113403,
0.004974207375198603,
-0.003152861027047038,
0.06105929613113403,
-0.039642877876758575,
-0.03619543835520744,
-0.01990189217031002,
0.07134738564491272,
0.03951489180326462,
-0.012729489244520664,
-0.006646532099694014,
-0.04746145382523537,
-0.014432583004236221,
-0.05157482251524925,
0.09506245702505112,
-0.049747660756111145,
-0.04591798037290573,
-0.008965479210019112,
-0.03254216909408569,
-0.0862678736448288,
-0.06624379754066467,
0.025388769805431366,
-4.303922322664091e-33,
0.011330732144415379,
0.003343495773151517,
-0.002155536785721779,
0.04871902987360954,
-0.0235642921179533,
-0.07933277636766434,
0.06009034812450409,
0.023353291675448418,
-0.038447074592113495,
-0.020433718338608742,
-0.06952055543661118,
-0.03235612437129021,
0.006248596590012312,
0.0648043304681778,
-0.032012373208999634,
0.061689745634794235,
0.04170004650950432,
-0.007618475239723921,
0.03340128809213638,
-0.047770511358976364,
0.008873093873262405,
-0.040663380175828934,
-0.010506873019039631,
0.01065196841955185,
0.02133353054523468,
0.12854503095149994,
-0.009705545380711555,
0.010055598802864552,
-0.017507627606391907,
0.006515401881188154,
0.06334003061056137,
-0.057817306369543076,
0.013668926432728767,
-0.020286204293370247,
0.05430469289422035,
-0.023184744641184807,
0.0828516036272049,
0.0005449507152661681,
-0.10372656583786011,
-0.07634282112121582,
-0.005381606053560972,
-0.039263784885406494,
0.0006114387651905417,
-0.013282010331749916,
0.07119111716747284,
0.04369616135954857,
0.03168417885899544,
0.04338686540722847,
0.05728672072291374,
0.08320067822933197,
-0.07961416989564896,
0.015234327875077724,
0.017001967877149582,
0.04700412601232529,
-0.09794383496046066,
0.004990281071513891,
-0.0706300288438797,
-0.02800050750374794,
-0.04018739238381386,
-0.0702052190899849,
0.011351297609508038,
0.06020183488726616,
-0.03297264501452446,
0.09396491944789886,
0.03417911380529404,
-0.019825704395771027,
-0.03469046205282211,
-0.013036970049142838,
0.058969367295503616,
-0.012359361164271832,
-0.01727517880499363,
-0.07982361316680908,
0.020591329783201218,
0.06737419217824936,
0.04176463559269905,
-0.04978840798139572,
-0.05877472460269928,
-0.06289283186197281,
-0.033541616052389145,
-0.038719456642866135,
0.009898579679429531,
-0.0551421083509922,
-0.11629002541303635,
-0.011855470016598701,
0.10663621127605438,
0.03735414519906044,
-0.006548015400767326,
-0.05118956044316292,
0.06663122773170471,
0.018746541813015938,
0.03284177929162979,
0.041592977941036224,
-0.06879372149705887,
0.04216769337654114,
-0.01628211699426174,
5.41394540340092e-34,
0.05697011947631836,
-0.006972228176891804,
0.015711694955825806,
-0.17956368625164032,
0.023202192038297653,
0.007923650555312634,
-0.00806241761893034,
0.0074973804876208305,
0.07391718029975891,
0.030931370332837105,
0.060510650277137756,
0.05860583484172821,
0.09515278041362762,
-0.0022829785011708736,
0.001603571348823607,
0.07024980336427689,
0.012629282660782337,
0.07425688207149506,
-0.03842632472515106,
0.018611500039696693,
0.030608979985117912,
-0.024493897333741188,
0.021528519690036774,
-0.003039622213691473,
-0.03676344081759453,
0.03130285069346428,
0.07998586446046829,
0.010451183654367924,
-0.0793023407459259,
-0.013543945737183094,
0.018781807273626328,
0.05168003961443901,
-0.07191972434520721,
0.1578306406736374,
0.0261915884912014,
0.012623557820916176,
0.08218052238225937,
-0.02980751171708107,
-0.07528629153966904,
-0.04250101000070572,
0.017244761809706688,
0.04411795362830162,
0.03708017244935036,
0.009233089163899422,
-0.0402718186378479,
0.022496407851576805,
0.02495848946273327,
0.07633636146783829,
0.005147143267095089,
0.013892092742025852,
0.05610475689172745,
-0.06684737652540207,
0.05862552300095558,
-0.02068880945444107,
0.05377641320228577,
0.06718502193689346,
0.005329218693077564,
-0.013880369253456593,
0.029931601136922836,
0.009508519433438778,
-0.045173775404691696,
0.11534363776445389,
-0.06510119885206223,
0.05117694288492203,
-0.002612584736198187,
-0.08554833382368088,
-0.03784773126244545,
0.08049595355987549,
0.011298057623207569,
-0.07695550471544266,
-0.048688776791095734,
0.02515522949397564,
0.06252259016036987,
-0.045092228800058365,
-0.012469440698623657,
0.02855953387916088,
-0.030573071911931038,
0.05066259205341339,
-0.08187385648488998,
0.04469598829746246,
0.003405107883736491,
0.04145055636763573,
-0.021858634427189827,
-0.06112267076969147,
-0.009080461226403713,
-0.059032510966062546,
0.025953957810997963,
0.05969088897109032,
-0.07613508403301239,
-0.037207186222076416,
-0.03631676360964775,
0.07058047503232956,
-0.008224091492593288,
0.04196193441748619,
-0.028595218434929848,
-1.496900736697171e-8,
-0.0014125127345323563,
0.03401883319020271,
-0.04033839702606201,
0.04116074740886688,
0.09359637647867203,
-0.051159556955099106,
0.0008746074745431542,
-0.03389836847782135,
-0.0056784991174936295,
-0.01068689301609993,
-0.04789939522743225,
-0.048200517892837524,
-0.02011881209909916,
-0.032091014087200165,
-0.042112622410058975,
-0.10229520499706268,
-0.07819411158561707,
-0.031228765845298767,
-0.021547820419073105,
-0.04960229992866516,
0.080877885222435,
-0.07801235467195511,
0.06919728219509125,
-0.04999842122197151,
0.03687044233083725,
0.0388900563120842,
-0.049989670515060425,
-0.04254629462957382,
-0.04606935754418373,
0.08682432025671005,
-0.031148400157690048,
0.11826757341623306,
0.03410249203443527,
-0.020859280601143837,
-0.020520316436886787,
0.027134137228131294,
0.09741272032260895,
0.0516086108982563,
0.013477473519742489,
-0.1364929974079132,
-0.02230440080165863,
0.02385946922004223,
0.03873211517930031,
-0.09249970316886902,
-0.04549084231257439,
0.05422014743089676,
0.011604365892708302,
0.05119062587618828,
0.07713304460048676,
-0.022097090259194374,
-0.06127815693616867,
-0.018579550087451935,
0.006740465294569731,
-0.004963087849318981,
0.02409542165696621,
0.0736224576830864,
-0.003481866791844368,
-0.0699305310845375,
-0.00662978645414114,
-0.05988084524869919,
0.05297161638736725,
-0.029027974233031273,
-0.027858959510922432,
-0.012875288724899292
] |
lmqg/bart-large-subjqa-grocery | 950812ff158c7678699f30cdc605cac27cff4873 | 2022-06-02T18:41:52.000Z | [
"pytorch",
"bart",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/bart-large-subjqa-grocery | 0 | null | transformers | Entry not found | [
0.046114739030599594,
-0.038838207721710205,
-0.010496609844267368,
-0.036821696907281876,
0.01126185618340969,
0.013094942085444927,
0.0019101760117337108,
-0.01397914718836546,
0.027092747390270233,
-0.015212515369057655,
0.01728430762887001,
-0.08189477771520615,
0.03817420080304146,
-0.049201298505067825,
0.02138904109597206,
-0.015245906077325344,
-0.032037731260061264,
-0.12457586824893951,
0.03150877729058266,
0.03238162398338318,
-0.060957930982112885,
0.05409303307533264,
-0.025087472051382065,
0.015685828402638435,
0.028129979968070984,
-0.04710397124290466,
-0.01868823729455471,
0.013785239309072495,
-0.04001203551888466,
0.011739116162061691,
-0.043177440762519836,
0.05500622093677521,
0.004543010611087084,
0.029731089249253273,
0.14852197468280792,
0.026581211015582085,
0.029079673811793327,
-0.05169109255075455,
0.05803573504090309,
-0.07732245326042175,
-0.017637979239225388,
-0.04219649359583855,
0.04180780425667763,
0.02362099289894104,
0.021563269197940826,
0.016478484496474266,
-0.002181533956900239,
-0.06400246918201447,
0.06393083184957504,
0.01959899440407753,
-0.08565032482147217,
0.009348995983600616,
-0.008718878962099552,
-0.028583507984876633,
-0.07310014963150024,
0.09416430443525314,
0.001759322709403932,
0.061849892139434814,
0.011840512044727802,
-0.03599728271365166,
0.08358275145292282,
-0.026198094710707664,
0.03736569732427597,
-0.028206532821059227,
-0.07454850524663925,
-0.08883563429117203,
-0.06279945373535156,
-0.008695360273122787,
0.014119318686425686,
-0.08253553509712219,
0.06492181122303009,
-0.0022391262464225292,
-0.14716914296150208,
0.07743017375469208,
-0.0354837141931057,
-0.055201541632413864,
0.006981873884797096,
-0.012166661210358143,
0.055111516267061234,
-0.007116849534213543,
-0.023175779730081558,
-0.005835161544382572,
-0.09185641258955002,
0.055196963250637054,
0.03414800390601158,
0.03835179656744003,
0.038685429841279984,
-0.02598721720278263,
0.01780487410724163,
0.022428371012210846,
0.025005394592881203,
-0.10761528462171555,
-0.04800161346793175,
-0.04343584552407265,
0.012374687939882278,
-0.019502121955156326,
0.029218101873993874,
0.08421733975410461,
-0.011719700880348682,
0.09283562749624252,
-0.007015439216047525,
-0.035431113094091415,
-0.06936462968587875,
0.09425335377454758,
-0.010958515107631683,
-0.008059054613113403,
0.004974207375198603,
-0.003152861027047038,
0.06105929613113403,
-0.039642877876758575,
-0.03619543835520744,
-0.01990189217031002,
0.07134738564491272,
0.03951489180326462,
-0.012729489244520664,
-0.006646532099694014,
-0.04746145382523537,
-0.014432583004236221,
-0.05157482251524925,
0.09506245702505112,
-0.049747660756111145,
-0.04591798037290573,
-0.008965479210019112,
-0.03254216909408569,
-0.0862678736448288,
-0.06624379754066467,
0.025388769805431366,
-4.303922322664091e-33,
0.011330732144415379,
0.003343495773151517,
-0.002155536785721779,
0.04871902987360954,
-0.0235642921179533,
-0.07933277636766434,
0.06009034812450409,
0.023353291675448418,
-0.038447074592113495,
-0.020433718338608742,
-0.06952055543661118,
-0.03235612437129021,
0.006248596590012312,
0.0648043304681778,
-0.032012373208999634,
0.061689745634794235,
0.04170004650950432,
-0.007618475239723921,
0.03340128809213638,
-0.047770511358976364,
0.008873093873262405,
-0.040663380175828934,
-0.010506873019039631,
0.01065196841955185,
0.02133353054523468,
0.12854503095149994,
-0.009705545380711555,
0.010055598802864552,
-0.017507627606391907,
0.006515401881188154,
0.06334003061056137,
-0.057817306369543076,
0.013668926432728767,
-0.020286204293370247,
0.05430469289422035,
-0.023184744641184807,
0.0828516036272049,
0.0005449507152661681,
-0.10372656583786011,
-0.07634282112121582,
-0.005381606053560972,
-0.039263784885406494,
0.0006114387651905417,
-0.013282010331749916,
0.07119111716747284,
0.04369616135954857,
0.03168417885899544,
0.04338686540722847,
0.05728672072291374,
0.08320067822933197,
-0.07961416989564896,
0.015234327875077724,
0.017001967877149582,
0.04700412601232529,
-0.09794383496046066,
0.004990281071513891,
-0.0706300288438797,
-0.02800050750374794,
-0.04018739238381386,
-0.0702052190899849,
0.011351297609508038,
0.06020183488726616,
-0.03297264501452446,
0.09396491944789886,
0.03417911380529404,
-0.019825704395771027,
-0.03469046205282211,
-0.013036970049142838,
0.058969367295503616,
-0.012359361164271832,
-0.01727517880499363,
-0.07982361316680908,
0.020591329783201218,
0.06737419217824936,
0.04176463559269905,
-0.04978840798139572,
-0.05877472460269928,
-0.06289283186197281,
-0.033541616052389145,
-0.038719456642866135,
0.009898579679429531,
-0.0551421083509922,
-0.11629002541303635,
-0.011855470016598701,
0.10663621127605438,
0.03735414519906044,
-0.006548015400767326,
-0.05118956044316292,
0.06663122773170471,
0.018746541813015938,
0.03284177929162979,
0.041592977941036224,
-0.06879372149705887,
0.04216769337654114,
-0.01628211699426174,
5.41394540340092e-34,
0.05697011947631836,
-0.006972228176891804,
0.015711694955825806,
-0.17956368625164032,
0.023202192038297653,
0.007923650555312634,
-0.00806241761893034,
0.0074973804876208305,
0.07391718029975891,
0.030931370332837105,
0.060510650277137756,
0.05860583484172821,
0.09515278041362762,
-0.0022829785011708736,
0.001603571348823607,
0.07024980336427689,
0.012629282660782337,
0.07425688207149506,
-0.03842632472515106,
0.018611500039696693,
0.030608979985117912,
-0.024493897333741188,
0.021528519690036774,
-0.003039622213691473,
-0.03676344081759453,
0.03130285069346428,
0.07998586446046829,
0.010451183654367924,
-0.0793023407459259,
-0.013543945737183094,
0.018781807273626328,
0.05168003961443901,
-0.07191972434520721,
0.1578306406736374,
0.0261915884912014,
0.012623557820916176,
0.08218052238225937,
-0.02980751171708107,
-0.07528629153966904,
-0.04250101000070572,
0.017244761809706688,
0.04411795362830162,
0.03708017244935036,
0.009233089163899422,
-0.0402718186378479,
0.022496407851576805,
0.02495848946273327,
0.07633636146783829,
0.005147143267095089,
0.013892092742025852,
0.05610475689172745,
-0.06684737652540207,
0.05862552300095558,
-0.02068880945444107,
0.05377641320228577,
0.06718502193689346,
0.005329218693077564,
-0.013880369253456593,
0.029931601136922836,
0.009508519433438778,
-0.045173775404691696,
0.11534363776445389,
-0.06510119885206223,
0.05117694288492203,
-0.002612584736198187,
-0.08554833382368088,
-0.03784773126244545,
0.08049595355987549,
0.011298057623207569,
-0.07695550471544266,
-0.048688776791095734,
0.02515522949397564,
0.06252259016036987,
-0.045092228800058365,
-0.012469440698623657,
0.02855953387916088,
-0.030573071911931038,
0.05066259205341339,
-0.08187385648488998,
0.04469598829746246,
0.003405107883736491,
0.04145055636763573,
-0.021858634427189827,
-0.06112267076969147,
-0.009080461226403713,
-0.059032510966062546,
0.025953957810997963,
0.05969088897109032,
-0.07613508403301239,
-0.037207186222076416,
-0.03631676360964775,
0.07058047503232956,
-0.008224091492593288,
0.04196193441748619,
-0.028595218434929848,
-1.496900736697171e-8,
-0.0014125127345323563,
0.03401883319020271,
-0.04033839702606201,
0.04116074740886688,
0.09359637647867203,
-0.051159556955099106,
0.0008746074745431542,
-0.03389836847782135,
-0.0056784991174936295,
-0.01068689301609993,
-0.04789939522743225,
-0.048200517892837524,
-0.02011881209909916,
-0.032091014087200165,
-0.042112622410058975,
-0.10229520499706268,
-0.07819411158561707,
-0.031228765845298767,
-0.021547820419073105,
-0.04960229992866516,
0.080877885222435,
-0.07801235467195511,
0.06919728219509125,
-0.04999842122197151,
0.03687044233083725,
0.0388900563120842,
-0.049989670515060425,
-0.04254629462957382,
-0.04606935754418373,
0.08682432025671005,
-0.031148400157690048,
0.11826757341623306,
0.03410249203443527,
-0.020859280601143837,
-0.020520316436886787,
0.027134137228131294,
0.09741272032260895,
0.0516086108982563,
0.013477473519742489,
-0.1364929974079132,
-0.02230440080165863,
0.02385946922004223,
0.03873211517930031,
-0.09249970316886902,
-0.04549084231257439,
0.05422014743089676,
0.011604365892708302,
0.05119062587618828,
0.07713304460048676,
-0.022097090259194374,
-0.06127815693616867,
-0.018579550087451935,
0.006740465294569731,
-0.004963087849318981,
0.02409542165696621,
0.0736224576830864,
-0.003481866791844368,
-0.0699305310845375,
-0.00662978645414114,
-0.05988084524869919,
0.05297161638736725,
-0.029027974233031273,
-0.027858959510922432,
-0.012875288724899292
] |
lmqg/t5-small-subjqa-restaurants | a7ac86cb11875f81faf710d44ba73ecac2ec89e0 | 2022-06-02T20:47:41.000Z | [
"pytorch",
"t5",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/t5-small-subjqa-restaurants | 0 | null | transformers | Entry not found | [
0.046114739030599594,
-0.038838207721710205,
-0.010496609844267368,
-0.036821696907281876,
0.01126185618340969,
0.013094942085444927,
0.0019101760117337108,
-0.01397914718836546,
0.027092747390270233,
-0.015212515369057655,
0.01728430762887001,
-0.08189477771520615,
0.03817420080304146,
-0.049201298505067825,
0.02138904109597206,
-0.015245906077325344,
-0.032037731260061264,
-0.12457586824893951,
0.03150877729058266,
0.03238162398338318,
-0.060957930982112885,
0.05409303307533264,
-0.025087472051382065,
0.015685828402638435,
0.028129979968070984,
-0.04710397124290466,
-0.01868823729455471,
0.013785239309072495,
-0.04001203551888466,
0.011739116162061691,
-0.043177440762519836,
0.05500622093677521,
0.004543010611087084,
0.029731089249253273,
0.14852197468280792,
0.026581211015582085,
0.029079673811793327,
-0.05169109255075455,
0.05803573504090309,
-0.07732245326042175,
-0.017637979239225388,
-0.04219649359583855,
0.04180780425667763,
0.02362099289894104,
0.021563269197940826,
0.016478484496474266,
-0.002181533956900239,
-0.06400246918201447,
0.06393083184957504,
0.01959899440407753,
-0.08565032482147217,
0.009348995983600616,
-0.008718878962099552,
-0.028583507984876633,
-0.07310014963150024,
0.09416430443525314,
0.001759322709403932,
0.061849892139434814,
0.011840512044727802,
-0.03599728271365166,
0.08358275145292282,
-0.026198094710707664,
0.03736569732427597,
-0.028206532821059227,
-0.07454850524663925,
-0.08883563429117203,
-0.06279945373535156,
-0.008695360273122787,
0.014119318686425686,
-0.08253553509712219,
0.06492181122303009,
-0.0022391262464225292,
-0.14716914296150208,
0.07743017375469208,
-0.0354837141931057,
-0.055201541632413864,
0.006981873884797096,
-0.012166661210358143,
0.055111516267061234,
-0.007116849534213543,
-0.023175779730081558,
-0.005835161544382572,
-0.09185641258955002,
0.055196963250637054,
0.03414800390601158,
0.03835179656744003,
0.038685429841279984,
-0.02598721720278263,
0.01780487410724163,
0.022428371012210846,
0.025005394592881203,
-0.10761528462171555,
-0.04800161346793175,
-0.04343584552407265,
0.012374687939882278,
-0.019502121955156326,
0.029218101873993874,
0.08421733975410461,
-0.011719700880348682,
0.09283562749624252,
-0.007015439216047525,
-0.035431113094091415,
-0.06936462968587875,
0.09425335377454758,
-0.010958515107631683,
-0.008059054613113403,
0.004974207375198603,
-0.003152861027047038,
0.06105929613113403,
-0.039642877876758575,
-0.03619543835520744,
-0.01990189217031002,
0.07134738564491272,
0.03951489180326462,
-0.012729489244520664,
-0.006646532099694014,
-0.04746145382523537,
-0.014432583004236221,
-0.05157482251524925,
0.09506245702505112,
-0.049747660756111145,
-0.04591798037290573,
-0.008965479210019112,
-0.03254216909408569,
-0.0862678736448288,
-0.06624379754066467,
0.025388769805431366,
-4.303922322664091e-33,
0.011330732144415379,
0.003343495773151517,
-0.002155536785721779,
0.04871902987360954,
-0.0235642921179533,
-0.07933277636766434,
0.06009034812450409,
0.023353291675448418,
-0.038447074592113495,
-0.020433718338608742,
-0.06952055543661118,
-0.03235612437129021,
0.006248596590012312,
0.0648043304681778,
-0.032012373208999634,
0.061689745634794235,
0.04170004650950432,
-0.007618475239723921,
0.03340128809213638,
-0.047770511358976364,
0.008873093873262405,
-0.040663380175828934,
-0.010506873019039631,
0.01065196841955185,
0.02133353054523468,
0.12854503095149994,
-0.009705545380711555,
0.010055598802864552,
-0.017507627606391907,
0.006515401881188154,
0.06334003061056137,
-0.057817306369543076,
0.013668926432728767,
-0.020286204293370247,
0.05430469289422035,
-0.023184744641184807,
0.0828516036272049,
0.0005449507152661681,
-0.10372656583786011,
-0.07634282112121582,
-0.005381606053560972,
-0.039263784885406494,
0.0006114387651905417,
-0.013282010331749916,
0.07119111716747284,
0.04369616135954857,
0.03168417885899544,
0.04338686540722847,
0.05728672072291374,
0.08320067822933197,
-0.07961416989564896,
0.015234327875077724,
0.017001967877149582,
0.04700412601232529,
-0.09794383496046066,
0.004990281071513891,
-0.0706300288438797,
-0.02800050750374794,
-0.04018739238381386,
-0.0702052190899849,
0.011351297609508038,
0.06020183488726616,
-0.03297264501452446,
0.09396491944789886,
0.03417911380529404,
-0.019825704395771027,
-0.03469046205282211,
-0.013036970049142838,
0.058969367295503616,
-0.012359361164271832,
-0.01727517880499363,
-0.07982361316680908,
0.020591329783201218,
0.06737419217824936,
0.04176463559269905,
-0.04978840798139572,
-0.05877472460269928,
-0.06289283186197281,
-0.033541616052389145,
-0.038719456642866135,
0.009898579679429531,
-0.0551421083509922,
-0.11629002541303635,
-0.011855470016598701,
0.10663621127605438,
0.03735414519906044,
-0.006548015400767326,
-0.05118956044316292,
0.06663122773170471,
0.018746541813015938,
0.03284177929162979,
0.041592977941036224,
-0.06879372149705887,
0.04216769337654114,
-0.01628211699426174,
5.41394540340092e-34,
0.05697011947631836,
-0.006972228176891804,
0.015711694955825806,
-0.17956368625164032,
0.023202192038297653,
0.007923650555312634,
-0.00806241761893034,
0.0074973804876208305,
0.07391718029975891,
0.030931370332837105,
0.060510650277137756,
0.05860583484172821,
0.09515278041362762,
-0.0022829785011708736,
0.001603571348823607,
0.07024980336427689,
0.012629282660782337,
0.07425688207149506,
-0.03842632472515106,
0.018611500039696693,
0.030608979985117912,
-0.024493897333741188,
0.021528519690036774,
-0.003039622213691473,
-0.03676344081759453,
0.03130285069346428,
0.07998586446046829,
0.010451183654367924,
-0.0793023407459259,
-0.013543945737183094,
0.018781807273626328,
0.05168003961443901,
-0.07191972434520721,
0.1578306406736374,
0.0261915884912014,
0.012623557820916176,
0.08218052238225937,
-0.02980751171708107,
-0.07528629153966904,
-0.04250101000070572,
0.017244761809706688,
0.04411795362830162,
0.03708017244935036,
0.009233089163899422,
-0.0402718186378479,
0.022496407851576805,
0.02495848946273327,
0.07633636146783829,
0.005147143267095089,
0.013892092742025852,
0.05610475689172745,
-0.06684737652540207,
0.05862552300095558,
-0.02068880945444107,
0.05377641320228577,
0.06718502193689346,
0.005329218693077564,
-0.013880369253456593,
0.029931601136922836,
0.009508519433438778,
-0.045173775404691696,
0.11534363776445389,
-0.06510119885206223,
0.05117694288492203,
-0.002612584736198187,
-0.08554833382368088,
-0.03784773126244545,
0.08049595355987549,
0.011298057623207569,
-0.07695550471544266,
-0.048688776791095734,
0.02515522949397564,
0.06252259016036987,
-0.045092228800058365,
-0.012469440698623657,
0.02855953387916088,
-0.030573071911931038,
0.05066259205341339,
-0.08187385648488998,
0.04469598829746246,
0.003405107883736491,
0.04145055636763573,
-0.021858634427189827,
-0.06112267076969147,
-0.009080461226403713,
-0.059032510966062546,
0.025953957810997963,
0.05969088897109032,
-0.07613508403301239,
-0.037207186222076416,
-0.03631676360964775,
0.07058047503232956,
-0.008224091492593288,
0.04196193441748619,
-0.028595218434929848,
-1.496900736697171e-8,
-0.0014125127345323563,
0.03401883319020271,
-0.04033839702606201,
0.04116074740886688,
0.09359637647867203,
-0.051159556955099106,
0.0008746074745431542,
-0.03389836847782135,
-0.0056784991174936295,
-0.01068689301609993,
-0.04789939522743225,
-0.048200517892837524,
-0.02011881209909916,
-0.032091014087200165,
-0.042112622410058975,
-0.10229520499706268,
-0.07819411158561707,
-0.031228765845298767,
-0.021547820419073105,
-0.04960229992866516,
0.080877885222435,
-0.07801235467195511,
0.06919728219509125,
-0.04999842122197151,
0.03687044233083725,
0.0388900563120842,
-0.049989670515060425,
-0.04254629462957382,
-0.04606935754418373,
0.08682432025671005,
-0.031148400157690048,
0.11826757341623306,
0.03410249203443527,
-0.020859280601143837,
-0.020520316436886787,
0.027134137228131294,
0.09741272032260895,
0.0516086108982563,
0.013477473519742489,
-0.1364929974079132,
-0.02230440080165863,
0.02385946922004223,
0.03873211517930031,
-0.09249970316886902,
-0.04549084231257439,
0.05422014743089676,
0.011604365892708302,
0.05119062587618828,
0.07713304460048676,
-0.022097090259194374,
-0.06127815693616867,
-0.018579550087451935,
0.006740465294569731,
-0.004963087849318981,
0.02409542165696621,
0.0736224576830864,
-0.003481866791844368,
-0.0699305310845375,
-0.00662978645414114,
-0.05988084524869919,
0.05297161638736725,
-0.029027974233031273,
-0.027858959510922432,
-0.012875288724899292
] |
lmqg/bart-base-subjqa-grocery | e46f0856298216b4a860ef031eafb5a5e5c242fe | 2022-06-02T18:22:27.000Z | [
"pytorch",
"bart",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/bart-base-subjqa-grocery | 0 | null | transformers | Entry not found | [
0.046114739030599594,
-0.038838207721710205,
-0.010496609844267368,
-0.036821696907281876,
0.01126185618340969,
0.013094942085444927,
0.0019101760117337108,
-0.01397914718836546,
0.027092747390270233,
-0.015212515369057655,
0.01728430762887001,
-0.08189477771520615,
0.03817420080304146,
-0.049201298505067825,
0.02138904109597206,
-0.015245906077325344,
-0.032037731260061264,
-0.12457586824893951,
0.03150877729058266,
0.03238162398338318,
-0.060957930982112885,
0.05409303307533264,
-0.025087472051382065,
0.015685828402638435,
0.028129979968070984,
-0.04710397124290466,
-0.01868823729455471,
0.013785239309072495,
-0.04001203551888466,
0.011739116162061691,
-0.043177440762519836,
0.05500622093677521,
0.004543010611087084,
0.029731089249253273,
0.14852197468280792,
0.026581211015582085,
0.029079673811793327,
-0.05169109255075455,
0.05803573504090309,
-0.07732245326042175,
-0.017637979239225388,
-0.04219649359583855,
0.04180780425667763,
0.02362099289894104,
0.021563269197940826,
0.016478484496474266,
-0.002181533956900239,
-0.06400246918201447,
0.06393083184957504,
0.01959899440407753,
-0.08565032482147217,
0.009348995983600616,
-0.008718878962099552,
-0.028583507984876633,
-0.07310014963150024,
0.09416430443525314,
0.001759322709403932,
0.061849892139434814,
0.011840512044727802,
-0.03599728271365166,
0.08358275145292282,
-0.026198094710707664,
0.03736569732427597,
-0.028206532821059227,
-0.07454850524663925,
-0.08883563429117203,
-0.06279945373535156,
-0.008695360273122787,
0.014119318686425686,
-0.08253553509712219,
0.06492181122303009,
-0.0022391262464225292,
-0.14716914296150208,
0.07743017375469208,
-0.0354837141931057,
-0.055201541632413864,
0.006981873884797096,
-0.012166661210358143,
0.055111516267061234,
-0.007116849534213543,
-0.023175779730081558,
-0.005835161544382572,
-0.09185641258955002,
0.055196963250637054,
0.03414800390601158,
0.03835179656744003,
0.038685429841279984,
-0.02598721720278263,
0.01780487410724163,
0.022428371012210846,
0.025005394592881203,
-0.10761528462171555,
-0.04800161346793175,
-0.04343584552407265,
0.012374687939882278,
-0.019502121955156326,
0.029218101873993874,
0.08421733975410461,
-0.011719700880348682,
0.09283562749624252,
-0.007015439216047525,
-0.035431113094091415,
-0.06936462968587875,
0.09425335377454758,
-0.010958515107631683,
-0.008059054613113403,
0.004974207375198603,
-0.003152861027047038,
0.06105929613113403,
-0.039642877876758575,
-0.03619543835520744,
-0.01990189217031002,
0.07134738564491272,
0.03951489180326462,
-0.012729489244520664,
-0.006646532099694014,
-0.04746145382523537,
-0.014432583004236221,
-0.05157482251524925,
0.09506245702505112,
-0.049747660756111145,
-0.04591798037290573,
-0.008965479210019112,
-0.03254216909408569,
-0.0862678736448288,
-0.06624379754066467,
0.025388769805431366,
-4.303922322664091e-33,
0.011330732144415379,
0.003343495773151517,
-0.002155536785721779,
0.04871902987360954,
-0.0235642921179533,
-0.07933277636766434,
0.06009034812450409,
0.023353291675448418,
-0.038447074592113495,
-0.020433718338608742,
-0.06952055543661118,
-0.03235612437129021,
0.006248596590012312,
0.0648043304681778,
-0.032012373208999634,
0.061689745634794235,
0.04170004650950432,
-0.007618475239723921,
0.03340128809213638,
-0.047770511358976364,
0.008873093873262405,
-0.040663380175828934,
-0.010506873019039631,
0.01065196841955185,
0.02133353054523468,
0.12854503095149994,
-0.009705545380711555,
0.010055598802864552,
-0.017507627606391907,
0.006515401881188154,
0.06334003061056137,
-0.057817306369543076,
0.013668926432728767,
-0.020286204293370247,
0.05430469289422035,
-0.023184744641184807,
0.0828516036272049,
0.0005449507152661681,
-0.10372656583786011,
-0.07634282112121582,
-0.005381606053560972,
-0.039263784885406494,
0.0006114387651905417,
-0.013282010331749916,
0.07119111716747284,
0.04369616135954857,
0.03168417885899544,
0.04338686540722847,
0.05728672072291374,
0.08320067822933197,
-0.07961416989564896,
0.015234327875077724,
0.017001967877149582,
0.04700412601232529,
-0.09794383496046066,
0.004990281071513891,
-0.0706300288438797,
-0.02800050750374794,
-0.04018739238381386,
-0.0702052190899849,
0.011351297609508038,
0.06020183488726616,
-0.03297264501452446,
0.09396491944789886,
0.03417911380529404,
-0.019825704395771027,
-0.03469046205282211,
-0.013036970049142838,
0.058969367295503616,
-0.012359361164271832,
-0.01727517880499363,
-0.07982361316680908,
0.020591329783201218,
0.06737419217824936,
0.04176463559269905,
-0.04978840798139572,
-0.05877472460269928,
-0.06289283186197281,
-0.033541616052389145,
-0.038719456642866135,
0.009898579679429531,
-0.0551421083509922,
-0.11629002541303635,
-0.011855470016598701,
0.10663621127605438,
0.03735414519906044,
-0.006548015400767326,
-0.05118956044316292,
0.06663122773170471,
0.018746541813015938,
0.03284177929162979,
0.041592977941036224,
-0.06879372149705887,
0.04216769337654114,
-0.01628211699426174,
5.41394540340092e-34,
0.05697011947631836,
-0.006972228176891804,
0.015711694955825806,
-0.17956368625164032,
0.023202192038297653,
0.007923650555312634,
-0.00806241761893034,
0.0074973804876208305,
0.07391718029975891,
0.030931370332837105,
0.060510650277137756,
0.05860583484172821,
0.09515278041362762,
-0.0022829785011708736,
0.001603571348823607,
0.07024980336427689,
0.012629282660782337,
0.07425688207149506,
-0.03842632472515106,
0.018611500039696693,
0.030608979985117912,
-0.024493897333741188,
0.021528519690036774,
-0.003039622213691473,
-0.03676344081759453,
0.03130285069346428,
0.07998586446046829,
0.010451183654367924,
-0.0793023407459259,
-0.013543945737183094,
0.018781807273626328,
0.05168003961443901,
-0.07191972434520721,
0.1578306406736374,
0.0261915884912014,
0.012623557820916176,
0.08218052238225937,
-0.02980751171708107,
-0.07528629153966904,
-0.04250101000070572,
0.017244761809706688,
0.04411795362830162,
0.03708017244935036,
0.009233089163899422,
-0.0402718186378479,
0.022496407851576805,
0.02495848946273327,
0.07633636146783829,
0.005147143267095089,
0.013892092742025852,
0.05610475689172745,
-0.06684737652540207,
0.05862552300095558,
-0.02068880945444107,
0.05377641320228577,
0.06718502193689346,
0.005329218693077564,
-0.013880369253456593,
0.029931601136922836,
0.009508519433438778,
-0.045173775404691696,
0.11534363776445389,
-0.06510119885206223,
0.05117694288492203,
-0.002612584736198187,
-0.08554833382368088,
-0.03784773126244545,
0.08049595355987549,
0.011298057623207569,
-0.07695550471544266,
-0.048688776791095734,
0.02515522949397564,
0.06252259016036987,
-0.045092228800058365,
-0.012469440698623657,
0.02855953387916088,
-0.030573071911931038,
0.05066259205341339,
-0.08187385648488998,
0.04469598829746246,
0.003405107883736491,
0.04145055636763573,
-0.021858634427189827,
-0.06112267076969147,
-0.009080461226403713,
-0.059032510966062546,
0.025953957810997963,
0.05969088897109032,
-0.07613508403301239,
-0.037207186222076416,
-0.03631676360964775,
0.07058047503232956,
-0.008224091492593288,
0.04196193441748619,
-0.028595218434929848,
-1.496900736697171e-8,
-0.0014125127345323563,
0.03401883319020271,
-0.04033839702606201,
0.04116074740886688,
0.09359637647867203,
-0.051159556955099106,
0.0008746074745431542,
-0.03389836847782135,
-0.0056784991174936295,
-0.01068689301609993,
-0.04789939522743225,
-0.048200517892837524,
-0.02011881209909916,
-0.032091014087200165,
-0.042112622410058975,
-0.10229520499706268,
-0.07819411158561707,
-0.031228765845298767,
-0.021547820419073105,
-0.04960229992866516,
0.080877885222435,
-0.07801235467195511,
0.06919728219509125,
-0.04999842122197151,
0.03687044233083725,
0.0388900563120842,
-0.049989670515060425,
-0.04254629462957382,
-0.04606935754418373,
0.08682432025671005,
-0.031148400157690048,
0.11826757341623306,
0.03410249203443527,
-0.020859280601143837,
-0.020520316436886787,
0.027134137228131294,
0.09741272032260895,
0.0516086108982563,
0.013477473519742489,
-0.1364929974079132,
-0.02230440080165863,
0.02385946922004223,
0.03873211517930031,
-0.09249970316886902,
-0.04549084231257439,
0.05422014743089676,
0.011604365892708302,
0.05119062587618828,
0.07713304460048676,
-0.022097090259194374,
-0.06127815693616867,
-0.018579550087451935,
0.006740465294569731,
-0.004963087849318981,
0.02409542165696621,
0.0736224576830864,
-0.003481866791844368,
-0.0699305310845375,
-0.00662978645414114,
-0.05988084524869919,
0.05297161638736725,
-0.029027974233031273,
-0.027858959510922432,
-0.012875288724899292
] |
lmqg/bart-base-subjqa-restaurants | 68369cdab20879dcbaf31c552d277f5c727c3867 | 2022-06-02T22:16:28.000Z | [
"pytorch",
"bart",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/bart-base-subjqa-restaurants | 0 | null | transformers | Entry not found | [
0.046114739030599594,
-0.038838207721710205,
-0.010496609844267368,
-0.036821696907281876,
0.01126185618340969,
0.013094942085444927,
0.0019101760117337108,
-0.01397914718836546,
0.027092747390270233,
-0.015212515369057655,
0.01728430762887001,
-0.08189477771520615,
0.03817420080304146,
-0.049201298505067825,
0.02138904109597206,
-0.015245906077325344,
-0.032037731260061264,
-0.12457586824893951,
0.03150877729058266,
0.03238162398338318,
-0.060957930982112885,
0.05409303307533264,
-0.025087472051382065,
0.015685828402638435,
0.028129979968070984,
-0.04710397124290466,
-0.01868823729455471,
0.013785239309072495,
-0.04001203551888466,
0.011739116162061691,
-0.043177440762519836,
0.05500622093677521,
0.004543010611087084,
0.029731089249253273,
0.14852197468280792,
0.026581211015582085,
0.029079673811793327,
-0.05169109255075455,
0.05803573504090309,
-0.07732245326042175,
-0.017637979239225388,
-0.04219649359583855,
0.04180780425667763,
0.02362099289894104,
0.021563269197940826,
0.016478484496474266,
-0.002181533956900239,
-0.06400246918201447,
0.06393083184957504,
0.01959899440407753,
-0.08565032482147217,
0.009348995983600616,
-0.008718878962099552,
-0.028583507984876633,
-0.07310014963150024,
0.09416430443525314,
0.001759322709403932,
0.061849892139434814,
0.011840512044727802,
-0.03599728271365166,
0.08358275145292282,
-0.026198094710707664,
0.03736569732427597,
-0.028206532821059227,
-0.07454850524663925,
-0.08883563429117203,
-0.06279945373535156,
-0.008695360273122787,
0.014119318686425686,
-0.08253553509712219,
0.06492181122303009,
-0.0022391262464225292,
-0.14716914296150208,
0.07743017375469208,
-0.0354837141931057,
-0.055201541632413864,
0.006981873884797096,
-0.012166661210358143,
0.055111516267061234,
-0.007116849534213543,
-0.023175779730081558,
-0.005835161544382572,
-0.09185641258955002,
0.055196963250637054,
0.03414800390601158,
0.03835179656744003,
0.038685429841279984,
-0.02598721720278263,
0.01780487410724163,
0.022428371012210846,
0.025005394592881203,
-0.10761528462171555,
-0.04800161346793175,
-0.04343584552407265,
0.012374687939882278,
-0.019502121955156326,
0.029218101873993874,
0.08421733975410461,
-0.011719700880348682,
0.09283562749624252,
-0.007015439216047525,
-0.035431113094091415,
-0.06936462968587875,
0.09425335377454758,
-0.010958515107631683,
-0.008059054613113403,
0.004974207375198603,
-0.003152861027047038,
0.06105929613113403,
-0.039642877876758575,
-0.03619543835520744,
-0.01990189217031002,
0.07134738564491272,
0.03951489180326462,
-0.012729489244520664,
-0.006646532099694014,
-0.04746145382523537,
-0.014432583004236221,
-0.05157482251524925,
0.09506245702505112,
-0.049747660756111145,
-0.04591798037290573,
-0.008965479210019112,
-0.03254216909408569,
-0.0862678736448288,
-0.06624379754066467,
0.025388769805431366,
-4.303922322664091e-33,
0.011330732144415379,
0.003343495773151517,
-0.002155536785721779,
0.04871902987360954,
-0.0235642921179533,
-0.07933277636766434,
0.06009034812450409,
0.023353291675448418,
-0.038447074592113495,
-0.020433718338608742,
-0.06952055543661118,
-0.03235612437129021,
0.006248596590012312,
0.0648043304681778,
-0.032012373208999634,
0.061689745634794235,
0.04170004650950432,
-0.007618475239723921,
0.03340128809213638,
-0.047770511358976364,
0.008873093873262405,
-0.040663380175828934,
-0.010506873019039631,
0.01065196841955185,
0.02133353054523468,
0.12854503095149994,
-0.009705545380711555,
0.010055598802864552,
-0.017507627606391907,
0.006515401881188154,
0.06334003061056137,
-0.057817306369543076,
0.013668926432728767,
-0.020286204293370247,
0.05430469289422035,
-0.023184744641184807,
0.0828516036272049,
0.0005449507152661681,
-0.10372656583786011,
-0.07634282112121582,
-0.005381606053560972,
-0.039263784885406494,
0.0006114387651905417,
-0.013282010331749916,
0.07119111716747284,
0.04369616135954857,
0.03168417885899544,
0.04338686540722847,
0.05728672072291374,
0.08320067822933197,
-0.07961416989564896,
0.015234327875077724,
0.017001967877149582,
0.04700412601232529,
-0.09794383496046066,
0.004990281071513891,
-0.0706300288438797,
-0.02800050750374794,
-0.04018739238381386,
-0.0702052190899849,
0.011351297609508038,
0.06020183488726616,
-0.03297264501452446,
0.09396491944789886,
0.03417911380529404,
-0.019825704395771027,
-0.03469046205282211,
-0.013036970049142838,
0.058969367295503616,
-0.012359361164271832,
-0.01727517880499363,
-0.07982361316680908,
0.020591329783201218,
0.06737419217824936,
0.04176463559269905,
-0.04978840798139572,
-0.05877472460269928,
-0.06289283186197281,
-0.033541616052389145,
-0.038719456642866135,
0.009898579679429531,
-0.0551421083509922,
-0.11629002541303635,
-0.011855470016598701,
0.10663621127605438,
0.03735414519906044,
-0.006548015400767326,
-0.05118956044316292,
0.06663122773170471,
0.018746541813015938,
0.03284177929162979,
0.041592977941036224,
-0.06879372149705887,
0.04216769337654114,
-0.01628211699426174,
5.41394540340092e-34,
0.05697011947631836,
-0.006972228176891804,
0.015711694955825806,
-0.17956368625164032,
0.023202192038297653,
0.007923650555312634,
-0.00806241761893034,
0.0074973804876208305,
0.07391718029975891,
0.030931370332837105,
0.060510650277137756,
0.05860583484172821,
0.09515278041362762,
-0.0022829785011708736,
0.001603571348823607,
0.07024980336427689,
0.012629282660782337,
0.07425688207149506,
-0.03842632472515106,
0.018611500039696693,
0.030608979985117912,
-0.024493897333741188,
0.021528519690036774,
-0.003039622213691473,
-0.03676344081759453,
0.03130285069346428,
0.07998586446046829,
0.010451183654367924,
-0.0793023407459259,
-0.013543945737183094,
0.018781807273626328,
0.05168003961443901,
-0.07191972434520721,
0.1578306406736374,
0.0261915884912014,
0.012623557820916176,
0.08218052238225937,
-0.02980751171708107,
-0.07528629153966904,
-0.04250101000070572,
0.017244761809706688,
0.04411795362830162,
0.03708017244935036,
0.009233089163899422,
-0.0402718186378479,
0.022496407851576805,
0.02495848946273327,
0.07633636146783829,
0.005147143267095089,
0.013892092742025852,
0.05610475689172745,
-0.06684737652540207,
0.05862552300095558,
-0.02068880945444107,
0.05377641320228577,
0.06718502193689346,
0.005329218693077564,
-0.013880369253456593,
0.029931601136922836,
0.009508519433438778,
-0.045173775404691696,
0.11534363776445389,
-0.06510119885206223,
0.05117694288492203,
-0.002612584736198187,
-0.08554833382368088,
-0.03784773126244545,
0.08049595355987549,
0.011298057623207569,
-0.07695550471544266,
-0.048688776791095734,
0.02515522949397564,
0.06252259016036987,
-0.045092228800058365,
-0.012469440698623657,
0.02855953387916088,
-0.030573071911931038,
0.05066259205341339,
-0.08187385648488998,
0.04469598829746246,
0.003405107883736491,
0.04145055636763573,
-0.021858634427189827,
-0.06112267076969147,
-0.009080461226403713,
-0.059032510966062546,
0.025953957810997963,
0.05969088897109032,
-0.07613508403301239,
-0.037207186222076416,
-0.03631676360964775,
0.07058047503232956,
-0.008224091492593288,
0.04196193441748619,
-0.028595218434929848,
-1.496900736697171e-8,
-0.0014125127345323563,
0.03401883319020271,
-0.04033839702606201,
0.04116074740886688,
0.09359637647867203,
-0.051159556955099106,
0.0008746074745431542,
-0.03389836847782135,
-0.0056784991174936295,
-0.01068689301609993,
-0.04789939522743225,
-0.048200517892837524,
-0.02011881209909916,
-0.032091014087200165,
-0.042112622410058975,
-0.10229520499706268,
-0.07819411158561707,
-0.031228765845298767,
-0.021547820419073105,
-0.04960229992866516,
0.080877885222435,
-0.07801235467195511,
0.06919728219509125,
-0.04999842122197151,
0.03687044233083725,
0.0388900563120842,
-0.049989670515060425,
-0.04254629462957382,
-0.04606935754418373,
0.08682432025671005,
-0.031148400157690048,
0.11826757341623306,
0.03410249203443527,
-0.020859280601143837,
-0.020520316436886787,
0.027134137228131294,
0.09741272032260895,
0.0516086108982563,
0.013477473519742489,
-0.1364929974079132,
-0.02230440080165863,
0.02385946922004223,
0.03873211517930031,
-0.09249970316886902,
-0.04549084231257439,
0.05422014743089676,
0.011604365892708302,
0.05119062587618828,
0.07713304460048676,
-0.022097090259194374,
-0.06127815693616867,
-0.018579550087451935,
0.006740465294569731,
-0.004963087849318981,
0.02409542165696621,
0.0736224576830864,
-0.003481866791844368,
-0.0699305310845375,
-0.00662978645414114,
-0.05988084524869919,
0.05297161638736725,
-0.029027974233031273,
-0.027858959510922432,
-0.012875288724899292
] |
lmqg/bart-base-subjqa-tripadvisor | b93f124e61a059266c8551be5ebbacae3cc7b2f8 | 2022-06-03T00:14:50.000Z | [
"pytorch",
"bart",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/bart-base-subjqa-tripadvisor | 0 | null | transformers | Entry not found | [
0.046114739030599594,
-0.038838207721710205,
-0.010496609844267368,
-0.036821696907281876,
0.01126185618340969,
0.013094942085444927,
0.0019101760117337108,
-0.01397914718836546,
0.027092747390270233,
-0.015212515369057655,
0.01728430762887001,
-0.08189477771520615,
0.03817420080304146,
-0.049201298505067825,
0.02138904109597206,
-0.015245906077325344,
-0.032037731260061264,
-0.12457586824893951,
0.03150877729058266,
0.03238162398338318,
-0.060957930982112885,
0.05409303307533264,
-0.025087472051382065,
0.015685828402638435,
0.028129979968070984,
-0.04710397124290466,
-0.01868823729455471,
0.013785239309072495,
-0.04001203551888466,
0.011739116162061691,
-0.043177440762519836,
0.05500622093677521,
0.004543010611087084,
0.029731089249253273,
0.14852197468280792,
0.026581211015582085,
0.029079673811793327,
-0.05169109255075455,
0.05803573504090309,
-0.07732245326042175,
-0.017637979239225388,
-0.04219649359583855,
0.04180780425667763,
0.02362099289894104,
0.021563269197940826,
0.016478484496474266,
-0.002181533956900239,
-0.06400246918201447,
0.06393083184957504,
0.01959899440407753,
-0.08565032482147217,
0.009348995983600616,
-0.008718878962099552,
-0.028583507984876633,
-0.07310014963150024,
0.09416430443525314,
0.001759322709403932,
0.061849892139434814,
0.011840512044727802,
-0.03599728271365166,
0.08358275145292282,
-0.026198094710707664,
0.03736569732427597,
-0.028206532821059227,
-0.07454850524663925,
-0.08883563429117203,
-0.06279945373535156,
-0.008695360273122787,
0.014119318686425686,
-0.08253553509712219,
0.06492181122303009,
-0.0022391262464225292,
-0.14716914296150208,
0.07743017375469208,
-0.0354837141931057,
-0.055201541632413864,
0.006981873884797096,
-0.012166661210358143,
0.055111516267061234,
-0.007116849534213543,
-0.023175779730081558,
-0.005835161544382572,
-0.09185641258955002,
0.055196963250637054,
0.03414800390601158,
0.03835179656744003,
0.038685429841279984,
-0.02598721720278263,
0.01780487410724163,
0.022428371012210846,
0.025005394592881203,
-0.10761528462171555,
-0.04800161346793175,
-0.04343584552407265,
0.012374687939882278,
-0.019502121955156326,
0.029218101873993874,
0.08421733975410461,
-0.011719700880348682,
0.09283562749624252,
-0.007015439216047525,
-0.035431113094091415,
-0.06936462968587875,
0.09425335377454758,
-0.010958515107631683,
-0.008059054613113403,
0.004974207375198603,
-0.003152861027047038,
0.06105929613113403,
-0.039642877876758575,
-0.03619543835520744,
-0.01990189217031002,
0.07134738564491272,
0.03951489180326462,
-0.012729489244520664,
-0.006646532099694014,
-0.04746145382523537,
-0.014432583004236221,
-0.05157482251524925,
0.09506245702505112,
-0.049747660756111145,
-0.04591798037290573,
-0.008965479210019112,
-0.03254216909408569,
-0.0862678736448288,
-0.06624379754066467,
0.025388769805431366,
-4.303922322664091e-33,
0.011330732144415379,
0.003343495773151517,
-0.002155536785721779,
0.04871902987360954,
-0.0235642921179533,
-0.07933277636766434,
0.06009034812450409,
0.023353291675448418,
-0.038447074592113495,
-0.020433718338608742,
-0.06952055543661118,
-0.03235612437129021,
0.006248596590012312,
0.0648043304681778,
-0.032012373208999634,
0.061689745634794235,
0.04170004650950432,
-0.007618475239723921,
0.03340128809213638,
-0.047770511358976364,
0.008873093873262405,
-0.040663380175828934,
-0.010506873019039631,
0.01065196841955185,
0.02133353054523468,
0.12854503095149994,
-0.009705545380711555,
0.010055598802864552,
-0.017507627606391907,
0.006515401881188154,
0.06334003061056137,
-0.057817306369543076,
0.013668926432728767,
-0.020286204293370247,
0.05430469289422035,
-0.023184744641184807,
0.0828516036272049,
0.0005449507152661681,
-0.10372656583786011,
-0.07634282112121582,
-0.005381606053560972,
-0.039263784885406494,
0.0006114387651905417,
-0.013282010331749916,
0.07119111716747284,
0.04369616135954857,
0.03168417885899544,
0.04338686540722847,
0.05728672072291374,
0.08320067822933197,
-0.07961416989564896,
0.015234327875077724,
0.017001967877149582,
0.04700412601232529,
-0.09794383496046066,
0.004990281071513891,
-0.0706300288438797,
-0.02800050750374794,
-0.04018739238381386,
-0.0702052190899849,
0.011351297609508038,
0.06020183488726616,
-0.03297264501452446,
0.09396491944789886,
0.03417911380529404,
-0.019825704395771027,
-0.03469046205282211,
-0.013036970049142838,
0.058969367295503616,
-0.012359361164271832,
-0.01727517880499363,
-0.07982361316680908,
0.020591329783201218,
0.06737419217824936,
0.04176463559269905,
-0.04978840798139572,
-0.05877472460269928,
-0.06289283186197281,
-0.033541616052389145,
-0.038719456642866135,
0.009898579679429531,
-0.0551421083509922,
-0.11629002541303635,
-0.011855470016598701,
0.10663621127605438,
0.03735414519906044,
-0.006548015400767326,
-0.05118956044316292,
0.06663122773170471,
0.018746541813015938,
0.03284177929162979,
0.041592977941036224,
-0.06879372149705887,
0.04216769337654114,
-0.01628211699426174,
5.41394540340092e-34,
0.05697011947631836,
-0.006972228176891804,
0.015711694955825806,
-0.17956368625164032,
0.023202192038297653,
0.007923650555312634,
-0.00806241761893034,
0.0074973804876208305,
0.07391718029975891,
0.030931370332837105,
0.060510650277137756,
0.05860583484172821,
0.09515278041362762,
-0.0022829785011708736,
0.001603571348823607,
0.07024980336427689,
0.012629282660782337,
0.07425688207149506,
-0.03842632472515106,
0.018611500039696693,
0.030608979985117912,
-0.024493897333741188,
0.021528519690036774,
-0.003039622213691473,
-0.03676344081759453,
0.03130285069346428,
0.07998586446046829,
0.010451183654367924,
-0.0793023407459259,
-0.013543945737183094,
0.018781807273626328,
0.05168003961443901,
-0.07191972434520721,
0.1578306406736374,
0.0261915884912014,
0.012623557820916176,
0.08218052238225937,
-0.02980751171708107,
-0.07528629153966904,
-0.04250101000070572,
0.017244761809706688,
0.04411795362830162,
0.03708017244935036,
0.009233089163899422,
-0.0402718186378479,
0.022496407851576805,
0.02495848946273327,
0.07633636146783829,
0.005147143267095089,
0.013892092742025852,
0.05610475689172745,
-0.06684737652540207,
0.05862552300095558,
-0.02068880945444107,
0.05377641320228577,
0.06718502193689346,
0.005329218693077564,
-0.013880369253456593,
0.029931601136922836,
0.009508519433438778,
-0.045173775404691696,
0.11534363776445389,
-0.06510119885206223,
0.05117694288492203,
-0.002612584736198187,
-0.08554833382368088,
-0.03784773126244545,
0.08049595355987549,
0.011298057623207569,
-0.07695550471544266,
-0.048688776791095734,
0.02515522949397564,
0.06252259016036987,
-0.045092228800058365,
-0.012469440698623657,
0.02855953387916088,
-0.030573071911931038,
0.05066259205341339,
-0.08187385648488998,
0.04469598829746246,
0.003405107883736491,
0.04145055636763573,
-0.021858634427189827,
-0.06112267076969147,
-0.009080461226403713,
-0.059032510966062546,
0.025953957810997963,
0.05969088897109032,
-0.07613508403301239,
-0.037207186222076416,
-0.03631676360964775,
0.07058047503232956,
-0.008224091492593288,
0.04196193441748619,
-0.028595218434929848,
-1.496900736697171e-8,
-0.0014125127345323563,
0.03401883319020271,
-0.04033839702606201,
0.04116074740886688,
0.09359637647867203,
-0.051159556955099106,
0.0008746074745431542,
-0.03389836847782135,
-0.0056784991174936295,
-0.01068689301609993,
-0.04789939522743225,
-0.048200517892837524,
-0.02011881209909916,
-0.032091014087200165,
-0.042112622410058975,
-0.10229520499706268,
-0.07819411158561707,
-0.031228765845298767,
-0.021547820419073105,
-0.04960229992866516,
0.080877885222435,
-0.07801235467195511,
0.06919728219509125,
-0.04999842122197151,
0.03687044233083725,
0.0388900563120842,
-0.049989670515060425,
-0.04254629462957382,
-0.04606935754418373,
0.08682432025671005,
-0.031148400157690048,
0.11826757341623306,
0.03410249203443527,
-0.020859280601143837,
-0.020520316436886787,
0.027134137228131294,
0.09741272032260895,
0.0516086108982563,
0.013477473519742489,
-0.1364929974079132,
-0.02230440080165863,
0.02385946922004223,
0.03873211517930031,
-0.09249970316886902,
-0.04549084231257439,
0.05422014743089676,
0.011604365892708302,
0.05119062587618828,
0.07713304460048676,
-0.022097090259194374,
-0.06127815693616867,
-0.018579550087451935,
0.006740465294569731,
-0.004963087849318981,
0.02409542165696621,
0.0736224576830864,
-0.003481866791844368,
-0.0699305310845375,
-0.00662978645414114,
-0.05988084524869919,
0.05297161638736725,
-0.029027974233031273,
-0.027858959510922432,
-0.012875288724899292
] |
lmqg/t5-base-subjqa-tripadvisor | bcba1f71a0c67150a610b7987dadd8d9ea0d8931 | 2022-06-02T23:10:03.000Z | [
"pytorch",
"t5",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/t5-base-subjqa-tripadvisor | 0 | null | transformers | Entry not found | [
0.046114739030599594,
-0.038838207721710205,
-0.010496609844267368,
-0.036821696907281876,
0.01126185618340969,
0.013094942085444927,
0.0019101760117337108,
-0.01397914718836546,
0.027092747390270233,
-0.015212515369057655,
0.01728430762887001,
-0.08189477771520615,
0.03817420080304146,
-0.049201298505067825,
0.02138904109597206,
-0.015245906077325344,
-0.032037731260061264,
-0.12457586824893951,
0.03150877729058266,
0.03238162398338318,
-0.060957930982112885,
0.05409303307533264,
-0.025087472051382065,
0.015685828402638435,
0.028129979968070984,
-0.04710397124290466,
-0.01868823729455471,
0.013785239309072495,
-0.04001203551888466,
0.011739116162061691,
-0.043177440762519836,
0.05500622093677521,
0.004543010611087084,
0.029731089249253273,
0.14852197468280792,
0.026581211015582085,
0.029079673811793327,
-0.05169109255075455,
0.05803573504090309,
-0.07732245326042175,
-0.017637979239225388,
-0.04219649359583855,
0.04180780425667763,
0.02362099289894104,
0.021563269197940826,
0.016478484496474266,
-0.002181533956900239,
-0.06400246918201447,
0.06393083184957504,
0.01959899440407753,
-0.08565032482147217,
0.009348995983600616,
-0.008718878962099552,
-0.028583507984876633,
-0.07310014963150024,
0.09416430443525314,
0.001759322709403932,
0.061849892139434814,
0.011840512044727802,
-0.03599728271365166,
0.08358275145292282,
-0.026198094710707664,
0.03736569732427597,
-0.028206532821059227,
-0.07454850524663925,
-0.08883563429117203,
-0.06279945373535156,
-0.008695360273122787,
0.014119318686425686,
-0.08253553509712219,
0.06492181122303009,
-0.0022391262464225292,
-0.14716914296150208,
0.07743017375469208,
-0.0354837141931057,
-0.055201541632413864,
0.006981873884797096,
-0.012166661210358143,
0.055111516267061234,
-0.007116849534213543,
-0.023175779730081558,
-0.005835161544382572,
-0.09185641258955002,
0.055196963250637054,
0.03414800390601158,
0.03835179656744003,
0.038685429841279984,
-0.02598721720278263,
0.01780487410724163,
0.022428371012210846,
0.025005394592881203,
-0.10761528462171555,
-0.04800161346793175,
-0.04343584552407265,
0.012374687939882278,
-0.019502121955156326,
0.029218101873993874,
0.08421733975410461,
-0.011719700880348682,
0.09283562749624252,
-0.007015439216047525,
-0.035431113094091415,
-0.06936462968587875,
0.09425335377454758,
-0.010958515107631683,
-0.008059054613113403,
0.004974207375198603,
-0.003152861027047038,
0.06105929613113403,
-0.039642877876758575,
-0.03619543835520744,
-0.01990189217031002,
0.07134738564491272,
0.03951489180326462,
-0.012729489244520664,
-0.006646532099694014,
-0.04746145382523537,
-0.014432583004236221,
-0.05157482251524925,
0.09506245702505112,
-0.049747660756111145,
-0.04591798037290573,
-0.008965479210019112,
-0.03254216909408569,
-0.0862678736448288,
-0.06624379754066467,
0.025388769805431366,
-4.303922322664091e-33,
0.011330732144415379,
0.003343495773151517,
-0.002155536785721779,
0.04871902987360954,
-0.0235642921179533,
-0.07933277636766434,
0.06009034812450409,
0.023353291675448418,
-0.038447074592113495,
-0.020433718338608742,
-0.06952055543661118,
-0.03235612437129021,
0.006248596590012312,
0.0648043304681778,
-0.032012373208999634,
0.061689745634794235,
0.04170004650950432,
-0.007618475239723921,
0.03340128809213638,
-0.047770511358976364,
0.008873093873262405,
-0.040663380175828934,
-0.010506873019039631,
0.01065196841955185,
0.02133353054523468,
0.12854503095149994,
-0.009705545380711555,
0.010055598802864552,
-0.017507627606391907,
0.006515401881188154,
0.06334003061056137,
-0.057817306369543076,
0.013668926432728767,
-0.020286204293370247,
0.05430469289422035,
-0.023184744641184807,
0.0828516036272049,
0.0005449507152661681,
-0.10372656583786011,
-0.07634282112121582,
-0.005381606053560972,
-0.039263784885406494,
0.0006114387651905417,
-0.013282010331749916,
0.07119111716747284,
0.04369616135954857,
0.03168417885899544,
0.04338686540722847,
0.05728672072291374,
0.08320067822933197,
-0.07961416989564896,
0.015234327875077724,
0.017001967877149582,
0.04700412601232529,
-0.09794383496046066,
0.004990281071513891,
-0.0706300288438797,
-0.02800050750374794,
-0.04018739238381386,
-0.0702052190899849,
0.011351297609508038,
0.06020183488726616,
-0.03297264501452446,
0.09396491944789886,
0.03417911380529404,
-0.019825704395771027,
-0.03469046205282211,
-0.013036970049142838,
0.058969367295503616,
-0.012359361164271832,
-0.01727517880499363,
-0.07982361316680908,
0.020591329783201218,
0.06737419217824936,
0.04176463559269905,
-0.04978840798139572,
-0.05877472460269928,
-0.06289283186197281,
-0.033541616052389145,
-0.038719456642866135,
0.009898579679429531,
-0.0551421083509922,
-0.11629002541303635,
-0.011855470016598701,
0.10663621127605438,
0.03735414519906044,
-0.006548015400767326,
-0.05118956044316292,
0.06663122773170471,
0.018746541813015938,
0.03284177929162979,
0.041592977941036224,
-0.06879372149705887,
0.04216769337654114,
-0.01628211699426174,
5.41394540340092e-34,
0.05697011947631836,
-0.006972228176891804,
0.015711694955825806,
-0.17956368625164032,
0.023202192038297653,
0.007923650555312634,
-0.00806241761893034,
0.0074973804876208305,
0.07391718029975891,
0.030931370332837105,
0.060510650277137756,
0.05860583484172821,
0.09515278041362762,
-0.0022829785011708736,
0.001603571348823607,
0.07024980336427689,
0.012629282660782337,
0.07425688207149506,
-0.03842632472515106,
0.018611500039696693,
0.030608979985117912,
-0.024493897333741188,
0.021528519690036774,
-0.003039622213691473,
-0.03676344081759453,
0.03130285069346428,
0.07998586446046829,
0.010451183654367924,
-0.0793023407459259,
-0.013543945737183094,
0.018781807273626328,
0.05168003961443901,
-0.07191972434520721,
0.1578306406736374,
0.0261915884912014,
0.012623557820916176,
0.08218052238225937,
-0.02980751171708107,
-0.07528629153966904,
-0.04250101000070572,
0.017244761809706688,
0.04411795362830162,
0.03708017244935036,
0.009233089163899422,
-0.0402718186378479,
0.022496407851576805,
0.02495848946273327,
0.07633636146783829,
0.005147143267095089,
0.013892092742025852,
0.05610475689172745,
-0.06684737652540207,
0.05862552300095558,
-0.02068880945444107,
0.05377641320228577,
0.06718502193689346,
0.005329218693077564,
-0.013880369253456593,
0.029931601136922836,
0.009508519433438778,
-0.045173775404691696,
0.11534363776445389,
-0.06510119885206223,
0.05117694288492203,
-0.002612584736198187,
-0.08554833382368088,
-0.03784773126244545,
0.08049595355987549,
0.011298057623207569,
-0.07695550471544266,
-0.048688776791095734,
0.02515522949397564,
0.06252259016036987,
-0.045092228800058365,
-0.012469440698623657,
0.02855953387916088,
-0.030573071911931038,
0.05066259205341339,
-0.08187385648488998,
0.04469598829746246,
0.003405107883736491,
0.04145055636763573,
-0.021858634427189827,
-0.06112267076969147,
-0.009080461226403713,
-0.059032510966062546,
0.025953957810997963,
0.05969088897109032,
-0.07613508403301239,
-0.037207186222076416,
-0.03631676360964775,
0.07058047503232956,
-0.008224091492593288,
0.04196193441748619,
-0.028595218434929848,
-1.496900736697171e-8,
-0.0014125127345323563,
0.03401883319020271,
-0.04033839702606201,
0.04116074740886688,
0.09359637647867203,
-0.051159556955099106,
0.0008746074745431542,
-0.03389836847782135,
-0.0056784991174936295,
-0.01068689301609993,
-0.04789939522743225,
-0.048200517892837524,
-0.02011881209909916,
-0.032091014087200165,
-0.042112622410058975,
-0.10229520499706268,
-0.07819411158561707,
-0.031228765845298767,
-0.021547820419073105,
-0.04960229992866516,
0.080877885222435,
-0.07801235467195511,
0.06919728219509125,
-0.04999842122197151,
0.03687044233083725,
0.0388900563120842,
-0.049989670515060425,
-0.04254629462957382,
-0.04606935754418373,
0.08682432025671005,
-0.031148400157690048,
0.11826757341623306,
0.03410249203443527,
-0.020859280601143837,
-0.020520316436886787,
0.027134137228131294,
0.09741272032260895,
0.0516086108982563,
0.013477473519742489,
-0.1364929974079132,
-0.02230440080165863,
0.02385946922004223,
0.03873211517930031,
-0.09249970316886902,
-0.04549084231257439,
0.05422014743089676,
0.011604365892708302,
0.05119062587618828,
0.07713304460048676,
-0.022097090259194374,
-0.06127815693616867,
-0.018579550087451935,
0.006740465294569731,
-0.004963087849318981,
0.02409542165696621,
0.0736224576830864,
-0.003481866791844368,
-0.0699305310845375,
-0.00662978645414114,
-0.05988084524869919,
0.05297161638736725,
-0.029027974233031273,
-0.027858959510922432,
-0.012875288724899292
] |
lmqg/t5-small-subjqa-books | b5e956cb7f8ca1a4ab692ec6a0359db79238b217 | 2022-06-02T12:50:00.000Z | [
"pytorch",
"t5",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/t5-small-subjqa-books | 0 | null | transformers | Entry not found | [
0.046114739030599594,
-0.038838207721710205,
-0.010496609844267368,
-0.036821696907281876,
0.01126185618340969,
0.013094942085444927,
0.0019101760117337108,
-0.01397914718836546,
0.027092747390270233,
-0.015212515369057655,
0.01728430762887001,
-0.08189477771520615,
0.03817420080304146,
-0.049201298505067825,
0.02138904109597206,
-0.015245906077325344,
-0.032037731260061264,
-0.12457586824893951,
0.03150877729058266,
0.03238162398338318,
-0.060957930982112885,
0.05409303307533264,
-0.025087472051382065,
0.015685828402638435,
0.028129979968070984,
-0.04710397124290466,
-0.01868823729455471,
0.013785239309072495,
-0.04001203551888466,
0.011739116162061691,
-0.043177440762519836,
0.05500622093677521,
0.004543010611087084,
0.029731089249253273,
0.14852197468280792,
0.026581211015582085,
0.029079673811793327,
-0.05169109255075455,
0.05803573504090309,
-0.07732245326042175,
-0.017637979239225388,
-0.04219649359583855,
0.04180780425667763,
0.02362099289894104,
0.021563269197940826,
0.016478484496474266,
-0.002181533956900239,
-0.06400246918201447,
0.06393083184957504,
0.01959899440407753,
-0.08565032482147217,
0.009348995983600616,
-0.008718878962099552,
-0.028583507984876633,
-0.07310014963150024,
0.09416430443525314,
0.001759322709403932,
0.061849892139434814,
0.011840512044727802,
-0.03599728271365166,
0.08358275145292282,
-0.026198094710707664,
0.03736569732427597,
-0.028206532821059227,
-0.07454850524663925,
-0.08883563429117203,
-0.06279945373535156,
-0.008695360273122787,
0.014119318686425686,
-0.08253553509712219,
0.06492181122303009,
-0.0022391262464225292,
-0.14716914296150208,
0.07743017375469208,
-0.0354837141931057,
-0.055201541632413864,
0.006981873884797096,
-0.012166661210358143,
0.055111516267061234,
-0.007116849534213543,
-0.023175779730081558,
-0.005835161544382572,
-0.09185641258955002,
0.055196963250637054,
0.03414800390601158,
0.03835179656744003,
0.038685429841279984,
-0.02598721720278263,
0.01780487410724163,
0.022428371012210846,
0.025005394592881203,
-0.10761528462171555,
-0.04800161346793175,
-0.04343584552407265,
0.012374687939882278,
-0.019502121955156326,
0.029218101873993874,
0.08421733975410461,
-0.011719700880348682,
0.09283562749624252,
-0.007015439216047525,
-0.035431113094091415,
-0.06936462968587875,
0.09425335377454758,
-0.010958515107631683,
-0.008059054613113403,
0.004974207375198603,
-0.003152861027047038,
0.06105929613113403,
-0.039642877876758575,
-0.03619543835520744,
-0.01990189217031002,
0.07134738564491272,
0.03951489180326462,
-0.012729489244520664,
-0.006646532099694014,
-0.04746145382523537,
-0.014432583004236221,
-0.05157482251524925,
0.09506245702505112,
-0.049747660756111145,
-0.04591798037290573,
-0.008965479210019112,
-0.03254216909408569,
-0.0862678736448288,
-0.06624379754066467,
0.025388769805431366,
-4.303922322664091e-33,
0.011330732144415379,
0.003343495773151517,
-0.002155536785721779,
0.04871902987360954,
-0.0235642921179533,
-0.07933277636766434,
0.06009034812450409,
0.023353291675448418,
-0.038447074592113495,
-0.020433718338608742,
-0.06952055543661118,
-0.03235612437129021,
0.006248596590012312,
0.0648043304681778,
-0.032012373208999634,
0.061689745634794235,
0.04170004650950432,
-0.007618475239723921,
0.03340128809213638,
-0.047770511358976364,
0.008873093873262405,
-0.040663380175828934,
-0.010506873019039631,
0.01065196841955185,
0.02133353054523468,
0.12854503095149994,
-0.009705545380711555,
0.010055598802864552,
-0.017507627606391907,
0.006515401881188154,
0.06334003061056137,
-0.057817306369543076,
0.013668926432728767,
-0.020286204293370247,
0.05430469289422035,
-0.023184744641184807,
0.0828516036272049,
0.0005449507152661681,
-0.10372656583786011,
-0.07634282112121582,
-0.005381606053560972,
-0.039263784885406494,
0.0006114387651905417,
-0.013282010331749916,
0.07119111716747284,
0.04369616135954857,
0.03168417885899544,
0.04338686540722847,
0.05728672072291374,
0.08320067822933197,
-0.07961416989564896,
0.015234327875077724,
0.017001967877149582,
0.04700412601232529,
-0.09794383496046066,
0.004990281071513891,
-0.0706300288438797,
-0.02800050750374794,
-0.04018739238381386,
-0.0702052190899849,
0.011351297609508038,
0.06020183488726616,
-0.03297264501452446,
0.09396491944789886,
0.03417911380529404,
-0.019825704395771027,
-0.03469046205282211,
-0.013036970049142838,
0.058969367295503616,
-0.012359361164271832,
-0.01727517880499363,
-0.07982361316680908,
0.020591329783201218,
0.06737419217824936,
0.04176463559269905,
-0.04978840798139572,
-0.05877472460269928,
-0.06289283186197281,
-0.033541616052389145,
-0.038719456642866135,
0.009898579679429531,
-0.0551421083509922,
-0.11629002541303635,
-0.011855470016598701,
0.10663621127605438,
0.03735414519906044,
-0.006548015400767326,
-0.05118956044316292,
0.06663122773170471,
0.018746541813015938,
0.03284177929162979,
0.041592977941036224,
-0.06879372149705887,
0.04216769337654114,
-0.01628211699426174,
5.41394540340092e-34,
0.05697011947631836,
-0.006972228176891804,
0.015711694955825806,
-0.17956368625164032,
0.023202192038297653,
0.007923650555312634,
-0.00806241761893034,
0.0074973804876208305,
0.07391718029975891,
0.030931370332837105,
0.060510650277137756,
0.05860583484172821,
0.09515278041362762,
-0.0022829785011708736,
0.001603571348823607,
0.07024980336427689,
0.012629282660782337,
0.07425688207149506,
-0.03842632472515106,
0.018611500039696693,
0.030608979985117912,
-0.024493897333741188,
0.021528519690036774,
-0.003039622213691473,
-0.03676344081759453,
0.03130285069346428,
0.07998586446046829,
0.010451183654367924,
-0.0793023407459259,
-0.013543945737183094,
0.018781807273626328,
0.05168003961443901,
-0.07191972434520721,
0.1578306406736374,
0.0261915884912014,
0.012623557820916176,
0.08218052238225937,
-0.02980751171708107,
-0.07528629153966904,
-0.04250101000070572,
0.017244761809706688,
0.04411795362830162,
0.03708017244935036,
0.009233089163899422,
-0.0402718186378479,
0.022496407851576805,
0.02495848946273327,
0.07633636146783829,
0.005147143267095089,
0.013892092742025852,
0.05610475689172745,
-0.06684737652540207,
0.05862552300095558,
-0.02068880945444107,
0.05377641320228577,
0.06718502193689346,
0.005329218693077564,
-0.013880369253456593,
0.029931601136922836,
0.009508519433438778,
-0.045173775404691696,
0.11534363776445389,
-0.06510119885206223,
0.05117694288492203,
-0.002612584736198187,
-0.08554833382368088,
-0.03784773126244545,
0.08049595355987549,
0.011298057623207569,
-0.07695550471544266,
-0.048688776791095734,
0.02515522949397564,
0.06252259016036987,
-0.045092228800058365,
-0.012469440698623657,
0.02855953387916088,
-0.030573071911931038,
0.05066259205341339,
-0.08187385648488998,
0.04469598829746246,
0.003405107883736491,
0.04145055636763573,
-0.021858634427189827,
-0.06112267076969147,
-0.009080461226403713,
-0.059032510966062546,
0.025953957810997963,
0.05969088897109032,
-0.07613508403301239,
-0.037207186222076416,
-0.03631676360964775,
0.07058047503232956,
-0.008224091492593288,
0.04196193441748619,
-0.028595218434929848,
-1.496900736697171e-8,
-0.0014125127345323563,
0.03401883319020271,
-0.04033839702606201,
0.04116074740886688,
0.09359637647867203,
-0.051159556955099106,
0.0008746074745431542,
-0.03389836847782135,
-0.0056784991174936295,
-0.01068689301609993,
-0.04789939522743225,
-0.048200517892837524,
-0.02011881209909916,
-0.032091014087200165,
-0.042112622410058975,
-0.10229520499706268,
-0.07819411158561707,
-0.031228765845298767,
-0.021547820419073105,
-0.04960229992866516,
0.080877885222435,
-0.07801235467195511,
0.06919728219509125,
-0.04999842122197151,
0.03687044233083725,
0.0388900563120842,
-0.049989670515060425,
-0.04254629462957382,
-0.04606935754418373,
0.08682432025671005,
-0.031148400157690048,
0.11826757341623306,
0.03410249203443527,
-0.020859280601143837,
-0.020520316436886787,
0.027134137228131294,
0.09741272032260895,
0.0516086108982563,
0.013477473519742489,
-0.1364929974079132,
-0.02230440080165863,
0.02385946922004223,
0.03873211517930031,
-0.09249970316886902,
-0.04549084231257439,
0.05422014743089676,
0.011604365892708302,
0.05119062587618828,
0.07713304460048676,
-0.022097090259194374,
-0.06127815693616867,
-0.018579550087451935,
0.006740465294569731,
-0.004963087849318981,
0.02409542165696621,
0.0736224576830864,
-0.003481866791844368,
-0.0699305310845375,
-0.00662978645414114,
-0.05988084524869919,
0.05297161638736725,
-0.029027974233031273,
-0.027858959510922432,
-0.012875288724899292
] |
lmqg/bart-large-subjqa-tripadvisor | fa31c27640d49af60465d9280bcbdd6f395b0f0c | 2022-06-03T00:33:54.000Z | [
"pytorch",
"bart",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/bart-large-subjqa-tripadvisor | 0 | null | transformers | Entry not found | [
0.046114739030599594,
-0.038838207721710205,
-0.010496609844267368,
-0.036821696907281876,
0.01126185618340969,
0.013094942085444927,
0.0019101760117337108,
-0.01397914718836546,
0.027092747390270233,
-0.015212515369057655,
0.01728430762887001,
-0.08189477771520615,
0.03817420080304146,
-0.049201298505067825,
0.02138904109597206,
-0.015245906077325344,
-0.032037731260061264,
-0.12457586824893951,
0.03150877729058266,
0.03238162398338318,
-0.060957930982112885,
0.05409303307533264,
-0.025087472051382065,
0.015685828402638435,
0.028129979968070984,
-0.04710397124290466,
-0.01868823729455471,
0.013785239309072495,
-0.04001203551888466,
0.011739116162061691,
-0.043177440762519836,
0.05500622093677521,
0.004543010611087084,
0.029731089249253273,
0.14852197468280792,
0.026581211015582085,
0.029079673811793327,
-0.05169109255075455,
0.05803573504090309,
-0.07732245326042175,
-0.017637979239225388,
-0.04219649359583855,
0.04180780425667763,
0.02362099289894104,
0.021563269197940826,
0.016478484496474266,
-0.002181533956900239,
-0.06400246918201447,
0.06393083184957504,
0.01959899440407753,
-0.08565032482147217,
0.009348995983600616,
-0.008718878962099552,
-0.028583507984876633,
-0.07310014963150024,
0.09416430443525314,
0.001759322709403932,
0.061849892139434814,
0.011840512044727802,
-0.03599728271365166,
0.08358275145292282,
-0.026198094710707664,
0.03736569732427597,
-0.028206532821059227,
-0.07454850524663925,
-0.08883563429117203,
-0.06279945373535156,
-0.008695360273122787,
0.014119318686425686,
-0.08253553509712219,
0.06492181122303009,
-0.0022391262464225292,
-0.14716914296150208,
0.07743017375469208,
-0.0354837141931057,
-0.055201541632413864,
0.006981873884797096,
-0.012166661210358143,
0.055111516267061234,
-0.007116849534213543,
-0.023175779730081558,
-0.005835161544382572,
-0.09185641258955002,
0.055196963250637054,
0.03414800390601158,
0.03835179656744003,
0.038685429841279984,
-0.02598721720278263,
0.01780487410724163,
0.022428371012210846,
0.025005394592881203,
-0.10761528462171555,
-0.04800161346793175,
-0.04343584552407265,
0.012374687939882278,
-0.019502121955156326,
0.029218101873993874,
0.08421733975410461,
-0.011719700880348682,
0.09283562749624252,
-0.007015439216047525,
-0.035431113094091415,
-0.06936462968587875,
0.09425335377454758,
-0.010958515107631683,
-0.008059054613113403,
0.004974207375198603,
-0.003152861027047038,
0.06105929613113403,
-0.039642877876758575,
-0.03619543835520744,
-0.01990189217031002,
0.07134738564491272,
0.03951489180326462,
-0.012729489244520664,
-0.006646532099694014,
-0.04746145382523537,
-0.014432583004236221,
-0.05157482251524925,
0.09506245702505112,
-0.049747660756111145,
-0.04591798037290573,
-0.008965479210019112,
-0.03254216909408569,
-0.0862678736448288,
-0.06624379754066467,
0.025388769805431366,
-4.303922322664091e-33,
0.011330732144415379,
0.003343495773151517,
-0.002155536785721779,
0.04871902987360954,
-0.0235642921179533,
-0.07933277636766434,
0.06009034812450409,
0.023353291675448418,
-0.038447074592113495,
-0.020433718338608742,
-0.06952055543661118,
-0.03235612437129021,
0.006248596590012312,
0.0648043304681778,
-0.032012373208999634,
0.061689745634794235,
0.04170004650950432,
-0.007618475239723921,
0.03340128809213638,
-0.047770511358976364,
0.008873093873262405,
-0.040663380175828934,
-0.010506873019039631,
0.01065196841955185,
0.02133353054523468,
0.12854503095149994,
-0.009705545380711555,
0.010055598802864552,
-0.017507627606391907,
0.006515401881188154,
0.06334003061056137,
-0.057817306369543076,
0.013668926432728767,
-0.020286204293370247,
0.05430469289422035,
-0.023184744641184807,
0.0828516036272049,
0.0005449507152661681,
-0.10372656583786011,
-0.07634282112121582,
-0.005381606053560972,
-0.039263784885406494,
0.0006114387651905417,
-0.013282010331749916,
0.07119111716747284,
0.04369616135954857,
0.03168417885899544,
0.04338686540722847,
0.05728672072291374,
0.08320067822933197,
-0.07961416989564896,
0.015234327875077724,
0.017001967877149582,
0.04700412601232529,
-0.09794383496046066,
0.004990281071513891,
-0.0706300288438797,
-0.02800050750374794,
-0.04018739238381386,
-0.0702052190899849,
0.011351297609508038,
0.06020183488726616,
-0.03297264501452446,
0.09396491944789886,
0.03417911380529404,
-0.019825704395771027,
-0.03469046205282211,
-0.013036970049142838,
0.058969367295503616,
-0.012359361164271832,
-0.01727517880499363,
-0.07982361316680908,
0.020591329783201218,
0.06737419217824936,
0.04176463559269905,
-0.04978840798139572,
-0.05877472460269928,
-0.06289283186197281,
-0.033541616052389145,
-0.038719456642866135,
0.009898579679429531,
-0.0551421083509922,
-0.11629002541303635,
-0.011855470016598701,
0.10663621127605438,
0.03735414519906044,
-0.006548015400767326,
-0.05118956044316292,
0.06663122773170471,
0.018746541813015938,
0.03284177929162979,
0.041592977941036224,
-0.06879372149705887,
0.04216769337654114,
-0.01628211699426174,
5.41394540340092e-34,
0.05697011947631836,
-0.006972228176891804,
0.015711694955825806,
-0.17956368625164032,
0.023202192038297653,
0.007923650555312634,
-0.00806241761893034,
0.0074973804876208305,
0.07391718029975891,
0.030931370332837105,
0.060510650277137756,
0.05860583484172821,
0.09515278041362762,
-0.0022829785011708736,
0.001603571348823607,
0.07024980336427689,
0.012629282660782337,
0.07425688207149506,
-0.03842632472515106,
0.018611500039696693,
0.030608979985117912,
-0.024493897333741188,
0.021528519690036774,
-0.003039622213691473,
-0.03676344081759453,
0.03130285069346428,
0.07998586446046829,
0.010451183654367924,
-0.0793023407459259,
-0.013543945737183094,
0.018781807273626328,
0.05168003961443901,
-0.07191972434520721,
0.1578306406736374,
0.0261915884912014,
0.012623557820916176,
0.08218052238225937,
-0.02980751171708107,
-0.07528629153966904,
-0.04250101000070572,
0.017244761809706688,
0.04411795362830162,
0.03708017244935036,
0.009233089163899422,
-0.0402718186378479,
0.022496407851576805,
0.02495848946273327,
0.07633636146783829,
0.005147143267095089,
0.013892092742025852,
0.05610475689172745,
-0.06684737652540207,
0.05862552300095558,
-0.02068880945444107,
0.05377641320228577,
0.06718502193689346,
0.005329218693077564,
-0.013880369253456593,
0.029931601136922836,
0.009508519433438778,
-0.045173775404691696,
0.11534363776445389,
-0.06510119885206223,
0.05117694288492203,
-0.002612584736198187,
-0.08554833382368088,
-0.03784773126244545,
0.08049595355987549,
0.011298057623207569,
-0.07695550471544266,
-0.048688776791095734,
0.02515522949397564,
0.06252259016036987,
-0.045092228800058365,
-0.012469440698623657,
0.02855953387916088,
-0.030573071911931038,
0.05066259205341339,
-0.08187385648488998,
0.04469598829746246,
0.003405107883736491,
0.04145055636763573,
-0.021858634427189827,
-0.06112267076969147,
-0.009080461226403713,
-0.059032510966062546,
0.025953957810997963,
0.05969088897109032,
-0.07613508403301239,
-0.037207186222076416,
-0.03631676360964775,
0.07058047503232956,
-0.008224091492593288,
0.04196193441748619,
-0.028595218434929848,
-1.496900736697171e-8,
-0.0014125127345323563,
0.03401883319020271,
-0.04033839702606201,
0.04116074740886688,
0.09359637647867203,
-0.051159556955099106,
0.0008746074745431542,
-0.03389836847782135,
-0.0056784991174936295,
-0.01068689301609993,
-0.04789939522743225,
-0.048200517892837524,
-0.02011881209909916,
-0.032091014087200165,
-0.042112622410058975,
-0.10229520499706268,
-0.07819411158561707,
-0.031228765845298767,
-0.021547820419073105,
-0.04960229992866516,
0.080877885222435,
-0.07801235467195511,
0.06919728219509125,
-0.04999842122197151,
0.03687044233083725,
0.0388900563120842,
-0.049989670515060425,
-0.04254629462957382,
-0.04606935754418373,
0.08682432025671005,
-0.031148400157690048,
0.11826757341623306,
0.03410249203443527,
-0.020859280601143837,
-0.020520316436886787,
0.027134137228131294,
0.09741272032260895,
0.0516086108982563,
0.013477473519742489,
-0.1364929974079132,
-0.02230440080165863,
0.02385946922004223,
0.03873211517930031,
-0.09249970316886902,
-0.04549084231257439,
0.05422014743089676,
0.011604365892708302,
0.05119062587618828,
0.07713304460048676,
-0.022097090259194374,
-0.06127815693616867,
-0.018579550087451935,
0.006740465294569731,
-0.004963087849318981,
0.02409542165696621,
0.0736224576830864,
-0.003481866791844368,
-0.0699305310845375,
-0.00662978645414114,
-0.05988084524869919,
0.05297161638736725,
-0.029027974233031273,
-0.027858959510922432,
-0.012875288724899292
] |
lmqg/t5-small-subjqa-grocery | 852b621cdc511fc0e9256e06f465e93c0411c760 | 2022-06-02T16:49:05.000Z | [
"pytorch",
"t5",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/t5-small-subjqa-grocery | 0 | null | transformers | Entry not found | [
0.046114739030599594,
-0.038838207721710205,
-0.010496609844267368,
-0.036821696907281876,
0.01126185618340969,
0.013094942085444927,
0.0019101760117337108,
-0.01397914718836546,
0.027092747390270233,
-0.015212515369057655,
0.01728430762887001,
-0.08189477771520615,
0.03817420080304146,
-0.049201298505067825,
0.02138904109597206,
-0.015245906077325344,
-0.032037731260061264,
-0.12457586824893951,
0.03150877729058266,
0.03238162398338318,
-0.060957930982112885,
0.05409303307533264,
-0.025087472051382065,
0.015685828402638435,
0.028129979968070984,
-0.04710397124290466,
-0.01868823729455471,
0.013785239309072495,
-0.04001203551888466,
0.011739116162061691,
-0.043177440762519836,
0.05500622093677521,
0.004543010611087084,
0.029731089249253273,
0.14852197468280792,
0.026581211015582085,
0.029079673811793327,
-0.05169109255075455,
0.05803573504090309,
-0.07732245326042175,
-0.017637979239225388,
-0.04219649359583855,
0.04180780425667763,
0.02362099289894104,
0.021563269197940826,
0.016478484496474266,
-0.002181533956900239,
-0.06400246918201447,
0.06393083184957504,
0.01959899440407753,
-0.08565032482147217,
0.009348995983600616,
-0.008718878962099552,
-0.028583507984876633,
-0.07310014963150024,
0.09416430443525314,
0.001759322709403932,
0.061849892139434814,
0.011840512044727802,
-0.03599728271365166,
0.08358275145292282,
-0.026198094710707664,
0.03736569732427597,
-0.028206532821059227,
-0.07454850524663925,
-0.08883563429117203,
-0.06279945373535156,
-0.008695360273122787,
0.014119318686425686,
-0.08253553509712219,
0.06492181122303009,
-0.0022391262464225292,
-0.14716914296150208,
0.07743017375469208,
-0.0354837141931057,
-0.055201541632413864,
0.006981873884797096,
-0.012166661210358143,
0.055111516267061234,
-0.007116849534213543,
-0.023175779730081558,
-0.005835161544382572,
-0.09185641258955002,
0.055196963250637054,
0.03414800390601158,
0.03835179656744003,
0.038685429841279984,
-0.02598721720278263,
0.01780487410724163,
0.022428371012210846,
0.025005394592881203,
-0.10761528462171555,
-0.04800161346793175,
-0.04343584552407265,
0.012374687939882278,
-0.019502121955156326,
0.029218101873993874,
0.08421733975410461,
-0.011719700880348682,
0.09283562749624252,
-0.007015439216047525,
-0.035431113094091415,
-0.06936462968587875,
0.09425335377454758,
-0.010958515107631683,
-0.008059054613113403,
0.004974207375198603,
-0.003152861027047038,
0.06105929613113403,
-0.039642877876758575,
-0.03619543835520744,
-0.01990189217031002,
0.07134738564491272,
0.03951489180326462,
-0.012729489244520664,
-0.006646532099694014,
-0.04746145382523537,
-0.014432583004236221,
-0.05157482251524925,
0.09506245702505112,
-0.049747660756111145,
-0.04591798037290573,
-0.008965479210019112,
-0.03254216909408569,
-0.0862678736448288,
-0.06624379754066467,
0.025388769805431366,
-4.303922322664091e-33,
0.011330732144415379,
0.003343495773151517,
-0.002155536785721779,
0.04871902987360954,
-0.0235642921179533,
-0.07933277636766434,
0.06009034812450409,
0.023353291675448418,
-0.038447074592113495,
-0.020433718338608742,
-0.06952055543661118,
-0.03235612437129021,
0.006248596590012312,
0.0648043304681778,
-0.032012373208999634,
0.061689745634794235,
0.04170004650950432,
-0.007618475239723921,
0.03340128809213638,
-0.047770511358976364,
0.008873093873262405,
-0.040663380175828934,
-0.010506873019039631,
0.01065196841955185,
0.02133353054523468,
0.12854503095149994,
-0.009705545380711555,
0.010055598802864552,
-0.017507627606391907,
0.006515401881188154,
0.06334003061056137,
-0.057817306369543076,
0.013668926432728767,
-0.020286204293370247,
0.05430469289422035,
-0.023184744641184807,
0.0828516036272049,
0.0005449507152661681,
-0.10372656583786011,
-0.07634282112121582,
-0.005381606053560972,
-0.039263784885406494,
0.0006114387651905417,
-0.013282010331749916,
0.07119111716747284,
0.04369616135954857,
0.03168417885899544,
0.04338686540722847,
0.05728672072291374,
0.08320067822933197,
-0.07961416989564896,
0.015234327875077724,
0.017001967877149582,
0.04700412601232529,
-0.09794383496046066,
0.004990281071513891,
-0.0706300288438797,
-0.02800050750374794,
-0.04018739238381386,
-0.0702052190899849,
0.011351297609508038,
0.06020183488726616,
-0.03297264501452446,
0.09396491944789886,
0.03417911380529404,
-0.019825704395771027,
-0.03469046205282211,
-0.013036970049142838,
0.058969367295503616,
-0.012359361164271832,
-0.01727517880499363,
-0.07982361316680908,
0.020591329783201218,
0.06737419217824936,
0.04176463559269905,
-0.04978840798139572,
-0.05877472460269928,
-0.06289283186197281,
-0.033541616052389145,
-0.038719456642866135,
0.009898579679429531,
-0.0551421083509922,
-0.11629002541303635,
-0.011855470016598701,
0.10663621127605438,
0.03735414519906044,
-0.006548015400767326,
-0.05118956044316292,
0.06663122773170471,
0.018746541813015938,
0.03284177929162979,
0.041592977941036224,
-0.06879372149705887,
0.04216769337654114,
-0.01628211699426174,
5.41394540340092e-34,
0.05697011947631836,
-0.006972228176891804,
0.015711694955825806,
-0.17956368625164032,
0.023202192038297653,
0.007923650555312634,
-0.00806241761893034,
0.0074973804876208305,
0.07391718029975891,
0.030931370332837105,
0.060510650277137756,
0.05860583484172821,
0.09515278041362762,
-0.0022829785011708736,
0.001603571348823607,
0.07024980336427689,
0.012629282660782337,
0.07425688207149506,
-0.03842632472515106,
0.018611500039696693,
0.030608979985117912,
-0.024493897333741188,
0.021528519690036774,
-0.003039622213691473,
-0.03676344081759453,
0.03130285069346428,
0.07998586446046829,
0.010451183654367924,
-0.0793023407459259,
-0.013543945737183094,
0.018781807273626328,
0.05168003961443901,
-0.07191972434520721,
0.1578306406736374,
0.0261915884912014,
0.012623557820916176,
0.08218052238225937,
-0.02980751171708107,
-0.07528629153966904,
-0.04250101000070572,
0.017244761809706688,
0.04411795362830162,
0.03708017244935036,
0.009233089163899422,
-0.0402718186378479,
0.022496407851576805,
0.02495848946273327,
0.07633636146783829,
0.005147143267095089,
0.013892092742025852,
0.05610475689172745,
-0.06684737652540207,
0.05862552300095558,
-0.02068880945444107,
0.05377641320228577,
0.06718502193689346,
0.005329218693077564,
-0.013880369253456593,
0.029931601136922836,
0.009508519433438778,
-0.045173775404691696,
0.11534363776445389,
-0.06510119885206223,
0.05117694288492203,
-0.002612584736198187,
-0.08554833382368088,
-0.03784773126244545,
0.08049595355987549,
0.011298057623207569,
-0.07695550471544266,
-0.048688776791095734,
0.02515522949397564,
0.06252259016036987,
-0.045092228800058365,
-0.012469440698623657,
0.02855953387916088,
-0.030573071911931038,
0.05066259205341339,
-0.08187385648488998,
0.04469598829746246,
0.003405107883736491,
0.04145055636763573,
-0.021858634427189827,
-0.06112267076969147,
-0.009080461226403713,
-0.059032510966062546,
0.025953957810997963,
0.05969088897109032,
-0.07613508403301239,
-0.037207186222076416,
-0.03631676360964775,
0.07058047503232956,
-0.008224091492593288,
0.04196193441748619,
-0.028595218434929848,
-1.496900736697171e-8,
-0.0014125127345323563,
0.03401883319020271,
-0.04033839702606201,
0.04116074740886688,
0.09359637647867203,
-0.051159556955099106,
0.0008746074745431542,
-0.03389836847782135,
-0.0056784991174936295,
-0.01068689301609993,
-0.04789939522743225,
-0.048200517892837524,
-0.02011881209909916,
-0.032091014087200165,
-0.042112622410058975,
-0.10229520499706268,
-0.07819411158561707,
-0.031228765845298767,
-0.021547820419073105,
-0.04960229992866516,
0.080877885222435,
-0.07801235467195511,
0.06919728219509125,
-0.04999842122197151,
0.03687044233083725,
0.0388900563120842,
-0.049989670515060425,
-0.04254629462957382,
-0.04606935754418373,
0.08682432025671005,
-0.031148400157690048,
0.11826757341623306,
0.03410249203443527,
-0.020859280601143837,
-0.020520316436886787,
0.027134137228131294,
0.09741272032260895,
0.0516086108982563,
0.013477473519742489,
-0.1364929974079132,
-0.02230440080165863,
0.02385946922004223,
0.03873211517930031,
-0.09249970316886902,
-0.04549084231257439,
0.05422014743089676,
0.011604365892708302,
0.05119062587618828,
0.07713304460048676,
-0.022097090259194374,
-0.06127815693616867,
-0.018579550087451935,
0.006740465294569731,
-0.004963087849318981,
0.02409542165696621,
0.0736224576830864,
-0.003481866791844368,
-0.0699305310845375,
-0.00662978645414114,
-0.05988084524869919,
0.05297161638736725,
-0.029027974233031273,
-0.027858959510922432,
-0.012875288724899292
] |
lmqg/bart-base-subjqa-books | b6151618d12950764d3d90cafda3305e97a2a517 | 2022-06-02T14:17:43.000Z | [
"pytorch",
"bart",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/bart-base-subjqa-books | 0 | null | transformers | Entry not found | [
0.046114739030599594,
-0.038838207721710205,
-0.010496609844267368,
-0.036821696907281876,
0.01126185618340969,
0.013094942085444927,
0.0019101760117337108,
-0.01397914718836546,
0.027092747390270233,
-0.015212515369057655,
0.01728430762887001,
-0.08189477771520615,
0.03817420080304146,
-0.049201298505067825,
0.02138904109597206,
-0.015245906077325344,
-0.032037731260061264,
-0.12457586824893951,
0.03150877729058266,
0.03238162398338318,
-0.060957930982112885,
0.05409303307533264,
-0.025087472051382065,
0.015685828402638435,
0.028129979968070984,
-0.04710397124290466,
-0.01868823729455471,
0.013785239309072495,
-0.04001203551888466,
0.011739116162061691,
-0.043177440762519836,
0.05500622093677521,
0.004543010611087084,
0.029731089249253273,
0.14852197468280792,
0.026581211015582085,
0.029079673811793327,
-0.05169109255075455,
0.05803573504090309,
-0.07732245326042175,
-0.017637979239225388,
-0.04219649359583855,
0.04180780425667763,
0.02362099289894104,
0.021563269197940826,
0.016478484496474266,
-0.002181533956900239,
-0.06400246918201447,
0.06393083184957504,
0.01959899440407753,
-0.08565032482147217,
0.009348995983600616,
-0.008718878962099552,
-0.028583507984876633,
-0.07310014963150024,
0.09416430443525314,
0.001759322709403932,
0.061849892139434814,
0.011840512044727802,
-0.03599728271365166,
0.08358275145292282,
-0.026198094710707664,
0.03736569732427597,
-0.028206532821059227,
-0.07454850524663925,
-0.08883563429117203,
-0.06279945373535156,
-0.008695360273122787,
0.014119318686425686,
-0.08253553509712219,
0.06492181122303009,
-0.0022391262464225292,
-0.14716914296150208,
0.07743017375469208,
-0.0354837141931057,
-0.055201541632413864,
0.006981873884797096,
-0.012166661210358143,
0.055111516267061234,
-0.007116849534213543,
-0.023175779730081558,
-0.005835161544382572,
-0.09185641258955002,
0.055196963250637054,
0.03414800390601158,
0.03835179656744003,
0.038685429841279984,
-0.02598721720278263,
0.01780487410724163,
0.022428371012210846,
0.025005394592881203,
-0.10761528462171555,
-0.04800161346793175,
-0.04343584552407265,
0.012374687939882278,
-0.019502121955156326,
0.029218101873993874,
0.08421733975410461,
-0.011719700880348682,
0.09283562749624252,
-0.007015439216047525,
-0.035431113094091415,
-0.06936462968587875,
0.09425335377454758,
-0.010958515107631683,
-0.008059054613113403,
0.004974207375198603,
-0.003152861027047038,
0.06105929613113403,
-0.039642877876758575,
-0.03619543835520744,
-0.01990189217031002,
0.07134738564491272,
0.03951489180326462,
-0.012729489244520664,
-0.006646532099694014,
-0.04746145382523537,
-0.014432583004236221,
-0.05157482251524925,
0.09506245702505112,
-0.049747660756111145,
-0.04591798037290573,
-0.008965479210019112,
-0.03254216909408569,
-0.0862678736448288,
-0.06624379754066467,
0.025388769805431366,
-4.303922322664091e-33,
0.011330732144415379,
0.003343495773151517,
-0.002155536785721779,
0.04871902987360954,
-0.0235642921179533,
-0.07933277636766434,
0.06009034812450409,
0.023353291675448418,
-0.038447074592113495,
-0.020433718338608742,
-0.06952055543661118,
-0.03235612437129021,
0.006248596590012312,
0.0648043304681778,
-0.032012373208999634,
0.061689745634794235,
0.04170004650950432,
-0.007618475239723921,
0.03340128809213638,
-0.047770511358976364,
0.008873093873262405,
-0.040663380175828934,
-0.010506873019039631,
0.01065196841955185,
0.02133353054523468,
0.12854503095149994,
-0.009705545380711555,
0.010055598802864552,
-0.017507627606391907,
0.006515401881188154,
0.06334003061056137,
-0.057817306369543076,
0.013668926432728767,
-0.020286204293370247,
0.05430469289422035,
-0.023184744641184807,
0.0828516036272049,
0.0005449507152661681,
-0.10372656583786011,
-0.07634282112121582,
-0.005381606053560972,
-0.039263784885406494,
0.0006114387651905417,
-0.013282010331749916,
0.07119111716747284,
0.04369616135954857,
0.03168417885899544,
0.04338686540722847,
0.05728672072291374,
0.08320067822933197,
-0.07961416989564896,
0.015234327875077724,
0.017001967877149582,
0.04700412601232529,
-0.09794383496046066,
0.004990281071513891,
-0.0706300288438797,
-0.02800050750374794,
-0.04018739238381386,
-0.0702052190899849,
0.011351297609508038,
0.06020183488726616,
-0.03297264501452446,
0.09396491944789886,
0.03417911380529404,
-0.019825704395771027,
-0.03469046205282211,
-0.013036970049142838,
0.058969367295503616,
-0.012359361164271832,
-0.01727517880499363,
-0.07982361316680908,
0.020591329783201218,
0.06737419217824936,
0.04176463559269905,
-0.04978840798139572,
-0.05877472460269928,
-0.06289283186197281,
-0.033541616052389145,
-0.038719456642866135,
0.009898579679429531,
-0.0551421083509922,
-0.11629002541303635,
-0.011855470016598701,
0.10663621127605438,
0.03735414519906044,
-0.006548015400767326,
-0.05118956044316292,
0.06663122773170471,
0.018746541813015938,
0.03284177929162979,
0.041592977941036224,
-0.06879372149705887,
0.04216769337654114,
-0.01628211699426174,
5.41394540340092e-34,
0.05697011947631836,
-0.006972228176891804,
0.015711694955825806,
-0.17956368625164032,
0.023202192038297653,
0.007923650555312634,
-0.00806241761893034,
0.0074973804876208305,
0.07391718029975891,
0.030931370332837105,
0.060510650277137756,
0.05860583484172821,
0.09515278041362762,
-0.0022829785011708736,
0.001603571348823607,
0.07024980336427689,
0.012629282660782337,
0.07425688207149506,
-0.03842632472515106,
0.018611500039696693,
0.030608979985117912,
-0.024493897333741188,
0.021528519690036774,
-0.003039622213691473,
-0.03676344081759453,
0.03130285069346428,
0.07998586446046829,
0.010451183654367924,
-0.0793023407459259,
-0.013543945737183094,
0.018781807273626328,
0.05168003961443901,
-0.07191972434520721,
0.1578306406736374,
0.0261915884912014,
0.012623557820916176,
0.08218052238225937,
-0.02980751171708107,
-0.07528629153966904,
-0.04250101000070572,
0.017244761809706688,
0.04411795362830162,
0.03708017244935036,
0.009233089163899422,
-0.0402718186378479,
0.022496407851576805,
0.02495848946273327,
0.07633636146783829,
0.005147143267095089,
0.013892092742025852,
0.05610475689172745,
-0.06684737652540207,
0.05862552300095558,
-0.02068880945444107,
0.05377641320228577,
0.06718502193689346,
0.005329218693077564,
-0.013880369253456593,
0.029931601136922836,
0.009508519433438778,
-0.045173775404691696,
0.11534363776445389,
-0.06510119885206223,
0.05117694288492203,
-0.002612584736198187,
-0.08554833382368088,
-0.03784773126244545,
0.08049595355987549,
0.011298057623207569,
-0.07695550471544266,
-0.048688776791095734,
0.02515522949397564,
0.06252259016036987,
-0.045092228800058365,
-0.012469440698623657,
0.02855953387916088,
-0.030573071911931038,
0.05066259205341339,
-0.08187385648488998,
0.04469598829746246,
0.003405107883736491,
0.04145055636763573,
-0.021858634427189827,
-0.06112267076969147,
-0.009080461226403713,
-0.059032510966062546,
0.025953957810997963,
0.05969088897109032,
-0.07613508403301239,
-0.037207186222076416,
-0.03631676360964775,
0.07058047503232956,
-0.008224091492593288,
0.04196193441748619,
-0.028595218434929848,
-1.496900736697171e-8,
-0.0014125127345323563,
0.03401883319020271,
-0.04033839702606201,
0.04116074740886688,
0.09359637647867203,
-0.051159556955099106,
0.0008746074745431542,
-0.03389836847782135,
-0.0056784991174936295,
-0.01068689301609993,
-0.04789939522743225,
-0.048200517892837524,
-0.02011881209909916,
-0.032091014087200165,
-0.042112622410058975,
-0.10229520499706268,
-0.07819411158561707,
-0.031228765845298767,
-0.021547820419073105,
-0.04960229992866516,
0.080877885222435,
-0.07801235467195511,
0.06919728219509125,
-0.04999842122197151,
0.03687044233083725,
0.0388900563120842,
-0.049989670515060425,
-0.04254629462957382,
-0.04606935754418373,
0.08682432025671005,
-0.031148400157690048,
0.11826757341623306,
0.03410249203443527,
-0.020859280601143837,
-0.020520316436886787,
0.027134137228131294,
0.09741272032260895,
0.0516086108982563,
0.013477473519742489,
-0.1364929974079132,
-0.02230440080165863,
0.02385946922004223,
0.03873211517930031,
-0.09249970316886902,
-0.04549084231257439,
0.05422014743089676,
0.011604365892708302,
0.05119062587618828,
0.07713304460048676,
-0.022097090259194374,
-0.06127815693616867,
-0.018579550087451935,
0.006740465294569731,
-0.004963087849318981,
0.02409542165696621,
0.0736224576830864,
-0.003481866791844368,
-0.0699305310845375,
-0.00662978645414114,
-0.05988084524869919,
0.05297161638736725,
-0.029027974233031273,
-0.027858959510922432,
-0.012875288724899292
] |
lmqg/t5-base-subjqa-grocery | 07f0e720d9f5a7e5a0100d8e5ddf288281a0c6b8 | 2022-06-02T17:14:16.000Z | [
"pytorch",
"t5",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/t5-base-subjqa-grocery | 0 | null | transformers | Entry not found | [
0.046114739030599594,
-0.038838207721710205,
-0.010496609844267368,
-0.036821696907281876,
0.01126185618340969,
0.013094942085444927,
0.0019101760117337108,
-0.01397914718836546,
0.027092747390270233,
-0.015212515369057655,
0.01728430762887001,
-0.08189477771520615,
0.03817420080304146,
-0.049201298505067825,
0.02138904109597206,
-0.015245906077325344,
-0.032037731260061264,
-0.12457586824893951,
0.03150877729058266,
0.03238162398338318,
-0.060957930982112885,
0.05409303307533264,
-0.025087472051382065,
0.015685828402638435,
0.028129979968070984,
-0.04710397124290466,
-0.01868823729455471,
0.013785239309072495,
-0.04001203551888466,
0.011739116162061691,
-0.043177440762519836,
0.05500622093677521,
0.004543010611087084,
0.029731089249253273,
0.14852197468280792,
0.026581211015582085,
0.029079673811793327,
-0.05169109255075455,
0.05803573504090309,
-0.07732245326042175,
-0.017637979239225388,
-0.04219649359583855,
0.04180780425667763,
0.02362099289894104,
0.021563269197940826,
0.016478484496474266,
-0.002181533956900239,
-0.06400246918201447,
0.06393083184957504,
0.01959899440407753,
-0.08565032482147217,
0.009348995983600616,
-0.008718878962099552,
-0.028583507984876633,
-0.07310014963150024,
0.09416430443525314,
0.001759322709403932,
0.061849892139434814,
0.011840512044727802,
-0.03599728271365166,
0.08358275145292282,
-0.026198094710707664,
0.03736569732427597,
-0.028206532821059227,
-0.07454850524663925,
-0.08883563429117203,
-0.06279945373535156,
-0.008695360273122787,
0.014119318686425686,
-0.08253553509712219,
0.06492181122303009,
-0.0022391262464225292,
-0.14716914296150208,
0.07743017375469208,
-0.0354837141931057,
-0.055201541632413864,
0.006981873884797096,
-0.012166661210358143,
0.055111516267061234,
-0.007116849534213543,
-0.023175779730081558,
-0.005835161544382572,
-0.09185641258955002,
0.055196963250637054,
0.03414800390601158,
0.03835179656744003,
0.038685429841279984,
-0.02598721720278263,
0.01780487410724163,
0.022428371012210846,
0.025005394592881203,
-0.10761528462171555,
-0.04800161346793175,
-0.04343584552407265,
0.012374687939882278,
-0.019502121955156326,
0.029218101873993874,
0.08421733975410461,
-0.011719700880348682,
0.09283562749624252,
-0.007015439216047525,
-0.035431113094091415,
-0.06936462968587875,
0.09425335377454758,
-0.010958515107631683,
-0.008059054613113403,
0.004974207375198603,
-0.003152861027047038,
0.06105929613113403,
-0.039642877876758575,
-0.03619543835520744,
-0.01990189217031002,
0.07134738564491272,
0.03951489180326462,
-0.012729489244520664,
-0.006646532099694014,
-0.04746145382523537,
-0.014432583004236221,
-0.05157482251524925,
0.09506245702505112,
-0.049747660756111145,
-0.04591798037290573,
-0.008965479210019112,
-0.03254216909408569,
-0.0862678736448288,
-0.06624379754066467,
0.025388769805431366,
-4.303922322664091e-33,
0.011330732144415379,
0.003343495773151517,
-0.002155536785721779,
0.04871902987360954,
-0.0235642921179533,
-0.07933277636766434,
0.06009034812450409,
0.023353291675448418,
-0.038447074592113495,
-0.020433718338608742,
-0.06952055543661118,
-0.03235612437129021,
0.006248596590012312,
0.0648043304681778,
-0.032012373208999634,
0.061689745634794235,
0.04170004650950432,
-0.007618475239723921,
0.03340128809213638,
-0.047770511358976364,
0.008873093873262405,
-0.040663380175828934,
-0.010506873019039631,
0.01065196841955185,
0.02133353054523468,
0.12854503095149994,
-0.009705545380711555,
0.010055598802864552,
-0.017507627606391907,
0.006515401881188154,
0.06334003061056137,
-0.057817306369543076,
0.013668926432728767,
-0.020286204293370247,
0.05430469289422035,
-0.023184744641184807,
0.0828516036272049,
0.0005449507152661681,
-0.10372656583786011,
-0.07634282112121582,
-0.005381606053560972,
-0.039263784885406494,
0.0006114387651905417,
-0.013282010331749916,
0.07119111716747284,
0.04369616135954857,
0.03168417885899544,
0.04338686540722847,
0.05728672072291374,
0.08320067822933197,
-0.07961416989564896,
0.015234327875077724,
0.017001967877149582,
0.04700412601232529,
-0.09794383496046066,
0.004990281071513891,
-0.0706300288438797,
-0.02800050750374794,
-0.04018739238381386,
-0.0702052190899849,
0.011351297609508038,
0.06020183488726616,
-0.03297264501452446,
0.09396491944789886,
0.03417911380529404,
-0.019825704395771027,
-0.03469046205282211,
-0.013036970049142838,
0.058969367295503616,
-0.012359361164271832,
-0.01727517880499363,
-0.07982361316680908,
0.020591329783201218,
0.06737419217824936,
0.04176463559269905,
-0.04978840798139572,
-0.05877472460269928,
-0.06289283186197281,
-0.033541616052389145,
-0.038719456642866135,
0.009898579679429531,
-0.0551421083509922,
-0.11629002541303635,
-0.011855470016598701,
0.10663621127605438,
0.03735414519906044,
-0.006548015400767326,
-0.05118956044316292,
0.06663122773170471,
0.018746541813015938,
0.03284177929162979,
0.041592977941036224,
-0.06879372149705887,
0.04216769337654114,
-0.01628211699426174,
5.41394540340092e-34,
0.05697011947631836,
-0.006972228176891804,
0.015711694955825806,
-0.17956368625164032,
0.023202192038297653,
0.007923650555312634,
-0.00806241761893034,
0.0074973804876208305,
0.07391718029975891,
0.030931370332837105,
0.060510650277137756,
0.05860583484172821,
0.09515278041362762,
-0.0022829785011708736,
0.001603571348823607,
0.07024980336427689,
0.012629282660782337,
0.07425688207149506,
-0.03842632472515106,
0.018611500039696693,
0.030608979985117912,
-0.024493897333741188,
0.021528519690036774,
-0.003039622213691473,
-0.03676344081759453,
0.03130285069346428,
0.07998586446046829,
0.010451183654367924,
-0.0793023407459259,
-0.013543945737183094,
0.018781807273626328,
0.05168003961443901,
-0.07191972434520721,
0.1578306406736374,
0.0261915884912014,
0.012623557820916176,
0.08218052238225937,
-0.02980751171708107,
-0.07528629153966904,
-0.04250101000070572,
0.017244761809706688,
0.04411795362830162,
0.03708017244935036,
0.009233089163899422,
-0.0402718186378479,
0.022496407851576805,
0.02495848946273327,
0.07633636146783829,
0.005147143267095089,
0.013892092742025852,
0.05610475689172745,
-0.06684737652540207,
0.05862552300095558,
-0.02068880945444107,
0.05377641320228577,
0.06718502193689346,
0.005329218693077564,
-0.013880369253456593,
0.029931601136922836,
0.009508519433438778,
-0.045173775404691696,
0.11534363776445389,
-0.06510119885206223,
0.05117694288492203,
-0.002612584736198187,
-0.08554833382368088,
-0.03784773126244545,
0.08049595355987549,
0.011298057623207569,
-0.07695550471544266,
-0.048688776791095734,
0.02515522949397564,
0.06252259016036987,
-0.045092228800058365,
-0.012469440698623657,
0.02855953387916088,
-0.030573071911931038,
0.05066259205341339,
-0.08187385648488998,
0.04469598829746246,
0.003405107883736491,
0.04145055636763573,
-0.021858634427189827,
-0.06112267076969147,
-0.009080461226403713,
-0.059032510966062546,
0.025953957810997963,
0.05969088897109032,
-0.07613508403301239,
-0.037207186222076416,
-0.03631676360964775,
0.07058047503232956,
-0.008224091492593288,
0.04196193441748619,
-0.028595218434929848,
-1.496900736697171e-8,
-0.0014125127345323563,
0.03401883319020271,
-0.04033839702606201,
0.04116074740886688,
0.09359637647867203,
-0.051159556955099106,
0.0008746074745431542,
-0.03389836847782135,
-0.0056784991174936295,
-0.01068689301609993,
-0.04789939522743225,
-0.048200517892837524,
-0.02011881209909916,
-0.032091014087200165,
-0.042112622410058975,
-0.10229520499706268,
-0.07819411158561707,
-0.031228765845298767,
-0.021547820419073105,
-0.04960229992866516,
0.080877885222435,
-0.07801235467195511,
0.06919728219509125,
-0.04999842122197151,
0.03687044233083725,
0.0388900563120842,
-0.049989670515060425,
-0.04254629462957382,
-0.04606935754418373,
0.08682432025671005,
-0.031148400157690048,
0.11826757341623306,
0.03410249203443527,
-0.020859280601143837,
-0.020520316436886787,
0.027134137228131294,
0.09741272032260895,
0.0516086108982563,
0.013477473519742489,
-0.1364929974079132,
-0.02230440080165863,
0.02385946922004223,
0.03873211517930031,
-0.09249970316886902,
-0.04549084231257439,
0.05422014743089676,
0.011604365892708302,
0.05119062587618828,
0.07713304460048676,
-0.022097090259194374,
-0.06127815693616867,
-0.018579550087451935,
0.006740465294569731,
-0.004963087849318981,
0.02409542165696621,
0.0736224576830864,
-0.003481866791844368,
-0.0699305310845375,
-0.00662978645414114,
-0.05988084524869919,
0.05297161638736725,
-0.029027974233031273,
-0.027858959510922432,
-0.012875288724899292
] |
lmqg/t5-base-subjqa-movies | f5941f6f7f3ec1d32f19d27f5224f8b1dd1b64f5 | 2022-06-02T19:13:30.000Z | [
"pytorch",
"t5",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/t5-base-subjqa-movies | 0 | null | transformers | Entry not found | [
0.046114739030599594,
-0.038838207721710205,
-0.010496609844267368,
-0.036821696907281876,
0.01126185618340969,
0.013094942085444927,
0.0019101760117337108,
-0.01397914718836546,
0.027092747390270233,
-0.015212515369057655,
0.01728430762887001,
-0.08189477771520615,
0.03817420080304146,
-0.049201298505067825,
0.02138904109597206,
-0.015245906077325344,
-0.032037731260061264,
-0.12457586824893951,
0.03150877729058266,
0.03238162398338318,
-0.060957930982112885,
0.05409303307533264,
-0.025087472051382065,
0.015685828402638435,
0.028129979968070984,
-0.04710397124290466,
-0.01868823729455471,
0.013785239309072495,
-0.04001203551888466,
0.011739116162061691,
-0.043177440762519836,
0.05500622093677521,
0.004543010611087084,
0.029731089249253273,
0.14852197468280792,
0.026581211015582085,
0.029079673811793327,
-0.05169109255075455,
0.05803573504090309,
-0.07732245326042175,
-0.017637979239225388,
-0.04219649359583855,
0.04180780425667763,
0.02362099289894104,
0.021563269197940826,
0.016478484496474266,
-0.002181533956900239,
-0.06400246918201447,
0.06393083184957504,
0.01959899440407753,
-0.08565032482147217,
0.009348995983600616,
-0.008718878962099552,
-0.028583507984876633,
-0.07310014963150024,
0.09416430443525314,
0.001759322709403932,
0.061849892139434814,
0.011840512044727802,
-0.03599728271365166,
0.08358275145292282,
-0.026198094710707664,
0.03736569732427597,
-0.028206532821059227,
-0.07454850524663925,
-0.08883563429117203,
-0.06279945373535156,
-0.008695360273122787,
0.014119318686425686,
-0.08253553509712219,
0.06492181122303009,
-0.0022391262464225292,
-0.14716914296150208,
0.07743017375469208,
-0.0354837141931057,
-0.055201541632413864,
0.006981873884797096,
-0.012166661210358143,
0.055111516267061234,
-0.007116849534213543,
-0.023175779730081558,
-0.005835161544382572,
-0.09185641258955002,
0.055196963250637054,
0.03414800390601158,
0.03835179656744003,
0.038685429841279984,
-0.02598721720278263,
0.01780487410724163,
0.022428371012210846,
0.025005394592881203,
-0.10761528462171555,
-0.04800161346793175,
-0.04343584552407265,
0.012374687939882278,
-0.019502121955156326,
0.029218101873993874,
0.08421733975410461,
-0.011719700880348682,
0.09283562749624252,
-0.007015439216047525,
-0.035431113094091415,
-0.06936462968587875,
0.09425335377454758,
-0.010958515107631683,
-0.008059054613113403,
0.004974207375198603,
-0.003152861027047038,
0.06105929613113403,
-0.039642877876758575,
-0.03619543835520744,
-0.01990189217031002,
0.07134738564491272,
0.03951489180326462,
-0.012729489244520664,
-0.006646532099694014,
-0.04746145382523537,
-0.014432583004236221,
-0.05157482251524925,
0.09506245702505112,
-0.049747660756111145,
-0.04591798037290573,
-0.008965479210019112,
-0.03254216909408569,
-0.0862678736448288,
-0.06624379754066467,
0.025388769805431366,
-4.303922322664091e-33,
0.011330732144415379,
0.003343495773151517,
-0.002155536785721779,
0.04871902987360954,
-0.0235642921179533,
-0.07933277636766434,
0.06009034812450409,
0.023353291675448418,
-0.038447074592113495,
-0.020433718338608742,
-0.06952055543661118,
-0.03235612437129021,
0.006248596590012312,
0.0648043304681778,
-0.032012373208999634,
0.061689745634794235,
0.04170004650950432,
-0.007618475239723921,
0.03340128809213638,
-0.047770511358976364,
0.008873093873262405,
-0.040663380175828934,
-0.010506873019039631,
0.01065196841955185,
0.02133353054523468,
0.12854503095149994,
-0.009705545380711555,
0.010055598802864552,
-0.017507627606391907,
0.006515401881188154,
0.06334003061056137,
-0.057817306369543076,
0.013668926432728767,
-0.020286204293370247,
0.05430469289422035,
-0.023184744641184807,
0.0828516036272049,
0.0005449507152661681,
-0.10372656583786011,
-0.07634282112121582,
-0.005381606053560972,
-0.039263784885406494,
0.0006114387651905417,
-0.013282010331749916,
0.07119111716747284,
0.04369616135954857,
0.03168417885899544,
0.04338686540722847,
0.05728672072291374,
0.08320067822933197,
-0.07961416989564896,
0.015234327875077724,
0.017001967877149582,
0.04700412601232529,
-0.09794383496046066,
0.004990281071513891,
-0.0706300288438797,
-0.02800050750374794,
-0.04018739238381386,
-0.0702052190899849,
0.011351297609508038,
0.06020183488726616,
-0.03297264501452446,
0.09396491944789886,
0.03417911380529404,
-0.019825704395771027,
-0.03469046205282211,
-0.013036970049142838,
0.058969367295503616,
-0.012359361164271832,
-0.01727517880499363,
-0.07982361316680908,
0.020591329783201218,
0.06737419217824936,
0.04176463559269905,
-0.04978840798139572,
-0.05877472460269928,
-0.06289283186197281,
-0.033541616052389145,
-0.038719456642866135,
0.009898579679429531,
-0.0551421083509922,
-0.11629002541303635,
-0.011855470016598701,
0.10663621127605438,
0.03735414519906044,
-0.006548015400767326,
-0.05118956044316292,
0.06663122773170471,
0.018746541813015938,
0.03284177929162979,
0.041592977941036224,
-0.06879372149705887,
0.04216769337654114,
-0.01628211699426174,
5.41394540340092e-34,
0.05697011947631836,
-0.006972228176891804,
0.015711694955825806,
-0.17956368625164032,
0.023202192038297653,
0.007923650555312634,
-0.00806241761893034,
0.0074973804876208305,
0.07391718029975891,
0.030931370332837105,
0.060510650277137756,
0.05860583484172821,
0.09515278041362762,
-0.0022829785011708736,
0.001603571348823607,
0.07024980336427689,
0.012629282660782337,
0.07425688207149506,
-0.03842632472515106,
0.018611500039696693,
0.030608979985117912,
-0.024493897333741188,
0.021528519690036774,
-0.003039622213691473,
-0.03676344081759453,
0.03130285069346428,
0.07998586446046829,
0.010451183654367924,
-0.0793023407459259,
-0.013543945737183094,
0.018781807273626328,
0.05168003961443901,
-0.07191972434520721,
0.1578306406736374,
0.0261915884912014,
0.012623557820916176,
0.08218052238225937,
-0.02980751171708107,
-0.07528629153966904,
-0.04250101000070572,
0.017244761809706688,
0.04411795362830162,
0.03708017244935036,
0.009233089163899422,
-0.0402718186378479,
0.022496407851576805,
0.02495848946273327,
0.07633636146783829,
0.005147143267095089,
0.013892092742025852,
0.05610475689172745,
-0.06684737652540207,
0.05862552300095558,
-0.02068880945444107,
0.05377641320228577,
0.06718502193689346,
0.005329218693077564,
-0.013880369253456593,
0.029931601136922836,
0.009508519433438778,
-0.045173775404691696,
0.11534363776445389,
-0.06510119885206223,
0.05117694288492203,
-0.002612584736198187,
-0.08554833382368088,
-0.03784773126244545,
0.08049595355987549,
0.011298057623207569,
-0.07695550471544266,
-0.048688776791095734,
0.02515522949397564,
0.06252259016036987,
-0.045092228800058365,
-0.012469440698623657,
0.02855953387916088,
-0.030573071911931038,
0.05066259205341339,
-0.08187385648488998,
0.04469598829746246,
0.003405107883736491,
0.04145055636763573,
-0.021858634427189827,
-0.06112267076969147,
-0.009080461226403713,
-0.059032510966062546,
0.025953957810997963,
0.05969088897109032,
-0.07613508403301239,
-0.037207186222076416,
-0.03631676360964775,
0.07058047503232956,
-0.008224091492593288,
0.04196193441748619,
-0.028595218434929848,
-1.496900736697171e-8,
-0.0014125127345323563,
0.03401883319020271,
-0.04033839702606201,
0.04116074740886688,
0.09359637647867203,
-0.051159556955099106,
0.0008746074745431542,
-0.03389836847782135,
-0.0056784991174936295,
-0.01068689301609993,
-0.04789939522743225,
-0.048200517892837524,
-0.02011881209909916,
-0.032091014087200165,
-0.042112622410058975,
-0.10229520499706268,
-0.07819411158561707,
-0.031228765845298767,
-0.021547820419073105,
-0.04960229992866516,
0.080877885222435,
-0.07801235467195511,
0.06919728219509125,
-0.04999842122197151,
0.03687044233083725,
0.0388900563120842,
-0.049989670515060425,
-0.04254629462957382,
-0.04606935754418373,
0.08682432025671005,
-0.031148400157690048,
0.11826757341623306,
0.03410249203443527,
-0.020859280601143837,
-0.020520316436886787,
0.027134137228131294,
0.09741272032260895,
0.0516086108982563,
0.013477473519742489,
-0.1364929974079132,
-0.02230440080165863,
0.02385946922004223,
0.03873211517930031,
-0.09249970316886902,
-0.04549084231257439,
0.05422014743089676,
0.011604365892708302,
0.05119062587618828,
0.07713304460048676,
-0.022097090259194374,
-0.06127815693616867,
-0.018579550087451935,
0.006740465294569731,
-0.004963087849318981,
0.02409542165696621,
0.0736224576830864,
-0.003481866791844368,
-0.0699305310845375,
-0.00662978645414114,
-0.05988084524869919,
0.05297161638736725,
-0.029027974233031273,
-0.027858959510922432,
-0.012875288724899292
] |
lmqg/t5-small-subjqa-electronics | 20c7817a80a9080d99478e8be70ffce442c87634 | 2022-06-02T14:53:45.000Z | [
"pytorch",
"t5",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/t5-small-subjqa-electronics | 0 | null | transformers | Entry not found | [
0.046114739030599594,
-0.038838207721710205,
-0.010496609844267368,
-0.036821696907281876,
0.01126185618340969,
0.013094942085444927,
0.0019101760117337108,
-0.01397914718836546,
0.027092747390270233,
-0.015212515369057655,
0.01728430762887001,
-0.08189477771520615,
0.03817420080304146,
-0.049201298505067825,
0.02138904109597206,
-0.015245906077325344,
-0.032037731260061264,
-0.12457586824893951,
0.03150877729058266,
0.03238162398338318,
-0.060957930982112885,
0.05409303307533264,
-0.025087472051382065,
0.015685828402638435,
0.028129979968070984,
-0.04710397124290466,
-0.01868823729455471,
0.013785239309072495,
-0.04001203551888466,
0.011739116162061691,
-0.043177440762519836,
0.05500622093677521,
0.004543010611087084,
0.029731089249253273,
0.14852197468280792,
0.026581211015582085,
0.029079673811793327,
-0.05169109255075455,
0.05803573504090309,
-0.07732245326042175,
-0.017637979239225388,
-0.04219649359583855,
0.04180780425667763,
0.02362099289894104,
0.021563269197940826,
0.016478484496474266,
-0.002181533956900239,
-0.06400246918201447,
0.06393083184957504,
0.01959899440407753,
-0.08565032482147217,
0.009348995983600616,
-0.008718878962099552,
-0.028583507984876633,
-0.07310014963150024,
0.09416430443525314,
0.001759322709403932,
0.061849892139434814,
0.011840512044727802,
-0.03599728271365166,
0.08358275145292282,
-0.026198094710707664,
0.03736569732427597,
-0.028206532821059227,
-0.07454850524663925,
-0.08883563429117203,
-0.06279945373535156,
-0.008695360273122787,
0.014119318686425686,
-0.08253553509712219,
0.06492181122303009,
-0.0022391262464225292,
-0.14716914296150208,
0.07743017375469208,
-0.0354837141931057,
-0.055201541632413864,
0.006981873884797096,
-0.012166661210358143,
0.055111516267061234,
-0.007116849534213543,
-0.023175779730081558,
-0.005835161544382572,
-0.09185641258955002,
0.055196963250637054,
0.03414800390601158,
0.03835179656744003,
0.038685429841279984,
-0.02598721720278263,
0.01780487410724163,
0.022428371012210846,
0.025005394592881203,
-0.10761528462171555,
-0.04800161346793175,
-0.04343584552407265,
0.012374687939882278,
-0.019502121955156326,
0.029218101873993874,
0.08421733975410461,
-0.011719700880348682,
0.09283562749624252,
-0.007015439216047525,
-0.035431113094091415,
-0.06936462968587875,
0.09425335377454758,
-0.010958515107631683,
-0.008059054613113403,
0.004974207375198603,
-0.003152861027047038,
0.06105929613113403,
-0.039642877876758575,
-0.03619543835520744,
-0.01990189217031002,
0.07134738564491272,
0.03951489180326462,
-0.012729489244520664,
-0.006646532099694014,
-0.04746145382523537,
-0.014432583004236221,
-0.05157482251524925,
0.09506245702505112,
-0.049747660756111145,
-0.04591798037290573,
-0.008965479210019112,
-0.03254216909408569,
-0.0862678736448288,
-0.06624379754066467,
0.025388769805431366,
-4.303922322664091e-33,
0.011330732144415379,
0.003343495773151517,
-0.002155536785721779,
0.04871902987360954,
-0.0235642921179533,
-0.07933277636766434,
0.06009034812450409,
0.023353291675448418,
-0.038447074592113495,
-0.020433718338608742,
-0.06952055543661118,
-0.03235612437129021,
0.006248596590012312,
0.0648043304681778,
-0.032012373208999634,
0.061689745634794235,
0.04170004650950432,
-0.007618475239723921,
0.03340128809213638,
-0.047770511358976364,
0.008873093873262405,
-0.040663380175828934,
-0.010506873019039631,
0.01065196841955185,
0.02133353054523468,
0.12854503095149994,
-0.009705545380711555,
0.010055598802864552,
-0.017507627606391907,
0.006515401881188154,
0.06334003061056137,
-0.057817306369543076,
0.013668926432728767,
-0.020286204293370247,
0.05430469289422035,
-0.023184744641184807,
0.0828516036272049,
0.0005449507152661681,
-0.10372656583786011,
-0.07634282112121582,
-0.005381606053560972,
-0.039263784885406494,
0.0006114387651905417,
-0.013282010331749916,
0.07119111716747284,
0.04369616135954857,
0.03168417885899544,
0.04338686540722847,
0.05728672072291374,
0.08320067822933197,
-0.07961416989564896,
0.015234327875077724,
0.017001967877149582,
0.04700412601232529,
-0.09794383496046066,
0.004990281071513891,
-0.0706300288438797,
-0.02800050750374794,
-0.04018739238381386,
-0.0702052190899849,
0.011351297609508038,
0.06020183488726616,
-0.03297264501452446,
0.09396491944789886,
0.03417911380529404,
-0.019825704395771027,
-0.03469046205282211,
-0.013036970049142838,
0.058969367295503616,
-0.012359361164271832,
-0.01727517880499363,
-0.07982361316680908,
0.020591329783201218,
0.06737419217824936,
0.04176463559269905,
-0.04978840798139572,
-0.05877472460269928,
-0.06289283186197281,
-0.033541616052389145,
-0.038719456642866135,
0.009898579679429531,
-0.0551421083509922,
-0.11629002541303635,
-0.011855470016598701,
0.10663621127605438,
0.03735414519906044,
-0.006548015400767326,
-0.05118956044316292,
0.06663122773170471,
0.018746541813015938,
0.03284177929162979,
0.041592977941036224,
-0.06879372149705887,
0.04216769337654114,
-0.01628211699426174,
5.41394540340092e-34,
0.05697011947631836,
-0.006972228176891804,
0.015711694955825806,
-0.17956368625164032,
0.023202192038297653,
0.007923650555312634,
-0.00806241761893034,
0.0074973804876208305,
0.07391718029975891,
0.030931370332837105,
0.060510650277137756,
0.05860583484172821,
0.09515278041362762,
-0.0022829785011708736,
0.001603571348823607,
0.07024980336427689,
0.012629282660782337,
0.07425688207149506,
-0.03842632472515106,
0.018611500039696693,
0.030608979985117912,
-0.024493897333741188,
0.021528519690036774,
-0.003039622213691473,
-0.03676344081759453,
0.03130285069346428,
0.07998586446046829,
0.010451183654367924,
-0.0793023407459259,
-0.013543945737183094,
0.018781807273626328,
0.05168003961443901,
-0.07191972434520721,
0.1578306406736374,
0.0261915884912014,
0.012623557820916176,
0.08218052238225937,
-0.02980751171708107,
-0.07528629153966904,
-0.04250101000070572,
0.017244761809706688,
0.04411795362830162,
0.03708017244935036,
0.009233089163899422,
-0.0402718186378479,
0.022496407851576805,
0.02495848946273327,
0.07633636146783829,
0.005147143267095089,
0.013892092742025852,
0.05610475689172745,
-0.06684737652540207,
0.05862552300095558,
-0.02068880945444107,
0.05377641320228577,
0.06718502193689346,
0.005329218693077564,
-0.013880369253456593,
0.029931601136922836,
0.009508519433438778,
-0.045173775404691696,
0.11534363776445389,
-0.06510119885206223,
0.05117694288492203,
-0.002612584736198187,
-0.08554833382368088,
-0.03784773126244545,
0.08049595355987549,
0.011298057623207569,
-0.07695550471544266,
-0.048688776791095734,
0.02515522949397564,
0.06252259016036987,
-0.045092228800058365,
-0.012469440698623657,
0.02855953387916088,
-0.030573071911931038,
0.05066259205341339,
-0.08187385648488998,
0.04469598829746246,
0.003405107883736491,
0.04145055636763573,
-0.021858634427189827,
-0.06112267076969147,
-0.009080461226403713,
-0.059032510966062546,
0.025953957810997963,
0.05969088897109032,
-0.07613508403301239,
-0.037207186222076416,
-0.03631676360964775,
0.07058047503232956,
-0.008224091492593288,
0.04196193441748619,
-0.028595218434929848,
-1.496900736697171e-8,
-0.0014125127345323563,
0.03401883319020271,
-0.04033839702606201,
0.04116074740886688,
0.09359637647867203,
-0.051159556955099106,
0.0008746074745431542,
-0.03389836847782135,
-0.0056784991174936295,
-0.01068689301609993,
-0.04789939522743225,
-0.048200517892837524,
-0.02011881209909916,
-0.032091014087200165,
-0.042112622410058975,
-0.10229520499706268,
-0.07819411158561707,
-0.031228765845298767,
-0.021547820419073105,
-0.04960229992866516,
0.080877885222435,
-0.07801235467195511,
0.06919728219509125,
-0.04999842122197151,
0.03687044233083725,
0.0388900563120842,
-0.049989670515060425,
-0.04254629462957382,
-0.04606935754418373,
0.08682432025671005,
-0.031148400157690048,
0.11826757341623306,
0.03410249203443527,
-0.020859280601143837,
-0.020520316436886787,
0.027134137228131294,
0.09741272032260895,
0.0516086108982563,
0.013477473519742489,
-0.1364929974079132,
-0.02230440080165863,
0.02385946922004223,
0.03873211517930031,
-0.09249970316886902,
-0.04549084231257439,
0.05422014743089676,
0.011604365892708302,
0.05119062587618828,
0.07713304460048676,
-0.022097090259194374,
-0.06127815693616867,
-0.018579550087451935,
0.006740465294569731,
-0.004963087849318981,
0.02409542165696621,
0.0736224576830864,
-0.003481866791844368,
-0.0699305310845375,
-0.00662978645414114,
-0.05988084524869919,
0.05297161638736725,
-0.029027974233031273,
-0.027858959510922432,
-0.012875288724899292
] |
lmqg/t5-small-subjqa-tripadvisor | 5d04b8b5376b2742063fee0e5527224bad456971 | 2022-06-02T22:45:32.000Z | [
"pytorch",
"t5",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/t5-small-subjqa-tripadvisor | 0 | null | transformers | Entry not found | [
0.046114739030599594,
-0.038838207721710205,
-0.010496609844267368,
-0.036821696907281876,
0.01126185618340969,
0.013094942085444927,
0.0019101760117337108,
-0.01397914718836546,
0.027092747390270233,
-0.015212515369057655,
0.01728430762887001,
-0.08189477771520615,
0.03817420080304146,
-0.049201298505067825,
0.02138904109597206,
-0.015245906077325344,
-0.032037731260061264,
-0.12457586824893951,
0.03150877729058266,
0.03238162398338318,
-0.060957930982112885,
0.05409303307533264,
-0.025087472051382065,
0.015685828402638435,
0.028129979968070984,
-0.04710397124290466,
-0.01868823729455471,
0.013785239309072495,
-0.04001203551888466,
0.011739116162061691,
-0.043177440762519836,
0.05500622093677521,
0.004543010611087084,
0.029731089249253273,
0.14852197468280792,
0.026581211015582085,
0.029079673811793327,
-0.05169109255075455,
0.05803573504090309,
-0.07732245326042175,
-0.017637979239225388,
-0.04219649359583855,
0.04180780425667763,
0.02362099289894104,
0.021563269197940826,
0.016478484496474266,
-0.002181533956900239,
-0.06400246918201447,
0.06393083184957504,
0.01959899440407753,
-0.08565032482147217,
0.009348995983600616,
-0.008718878962099552,
-0.028583507984876633,
-0.07310014963150024,
0.09416430443525314,
0.001759322709403932,
0.061849892139434814,
0.011840512044727802,
-0.03599728271365166,
0.08358275145292282,
-0.026198094710707664,
0.03736569732427597,
-0.028206532821059227,
-0.07454850524663925,
-0.08883563429117203,
-0.06279945373535156,
-0.008695360273122787,
0.014119318686425686,
-0.08253553509712219,
0.06492181122303009,
-0.0022391262464225292,
-0.14716914296150208,
0.07743017375469208,
-0.0354837141931057,
-0.055201541632413864,
0.006981873884797096,
-0.012166661210358143,
0.055111516267061234,
-0.007116849534213543,
-0.023175779730081558,
-0.005835161544382572,
-0.09185641258955002,
0.055196963250637054,
0.03414800390601158,
0.03835179656744003,
0.038685429841279984,
-0.02598721720278263,
0.01780487410724163,
0.022428371012210846,
0.025005394592881203,
-0.10761528462171555,
-0.04800161346793175,
-0.04343584552407265,
0.012374687939882278,
-0.019502121955156326,
0.029218101873993874,
0.08421733975410461,
-0.011719700880348682,
0.09283562749624252,
-0.007015439216047525,
-0.035431113094091415,
-0.06936462968587875,
0.09425335377454758,
-0.010958515107631683,
-0.008059054613113403,
0.004974207375198603,
-0.003152861027047038,
0.06105929613113403,
-0.039642877876758575,
-0.03619543835520744,
-0.01990189217031002,
0.07134738564491272,
0.03951489180326462,
-0.012729489244520664,
-0.006646532099694014,
-0.04746145382523537,
-0.014432583004236221,
-0.05157482251524925,
0.09506245702505112,
-0.049747660756111145,
-0.04591798037290573,
-0.008965479210019112,
-0.03254216909408569,
-0.0862678736448288,
-0.06624379754066467,
0.025388769805431366,
-4.303922322664091e-33,
0.011330732144415379,
0.003343495773151517,
-0.002155536785721779,
0.04871902987360954,
-0.0235642921179533,
-0.07933277636766434,
0.06009034812450409,
0.023353291675448418,
-0.038447074592113495,
-0.020433718338608742,
-0.06952055543661118,
-0.03235612437129021,
0.006248596590012312,
0.0648043304681778,
-0.032012373208999634,
0.061689745634794235,
0.04170004650950432,
-0.007618475239723921,
0.03340128809213638,
-0.047770511358976364,
0.008873093873262405,
-0.040663380175828934,
-0.010506873019039631,
0.01065196841955185,
0.02133353054523468,
0.12854503095149994,
-0.009705545380711555,
0.010055598802864552,
-0.017507627606391907,
0.006515401881188154,
0.06334003061056137,
-0.057817306369543076,
0.013668926432728767,
-0.020286204293370247,
0.05430469289422035,
-0.023184744641184807,
0.0828516036272049,
0.0005449507152661681,
-0.10372656583786011,
-0.07634282112121582,
-0.005381606053560972,
-0.039263784885406494,
0.0006114387651905417,
-0.013282010331749916,
0.07119111716747284,
0.04369616135954857,
0.03168417885899544,
0.04338686540722847,
0.05728672072291374,
0.08320067822933197,
-0.07961416989564896,
0.015234327875077724,
0.017001967877149582,
0.04700412601232529,
-0.09794383496046066,
0.004990281071513891,
-0.0706300288438797,
-0.02800050750374794,
-0.04018739238381386,
-0.0702052190899849,
0.011351297609508038,
0.06020183488726616,
-0.03297264501452446,
0.09396491944789886,
0.03417911380529404,
-0.019825704395771027,
-0.03469046205282211,
-0.013036970049142838,
0.058969367295503616,
-0.012359361164271832,
-0.01727517880499363,
-0.07982361316680908,
0.020591329783201218,
0.06737419217824936,
0.04176463559269905,
-0.04978840798139572,
-0.05877472460269928,
-0.06289283186197281,
-0.033541616052389145,
-0.038719456642866135,
0.009898579679429531,
-0.0551421083509922,
-0.11629002541303635,
-0.011855470016598701,
0.10663621127605438,
0.03735414519906044,
-0.006548015400767326,
-0.05118956044316292,
0.06663122773170471,
0.018746541813015938,
0.03284177929162979,
0.041592977941036224,
-0.06879372149705887,
0.04216769337654114,
-0.01628211699426174,
5.41394540340092e-34,
0.05697011947631836,
-0.006972228176891804,
0.015711694955825806,
-0.17956368625164032,
0.023202192038297653,
0.007923650555312634,
-0.00806241761893034,
0.0074973804876208305,
0.07391718029975891,
0.030931370332837105,
0.060510650277137756,
0.05860583484172821,
0.09515278041362762,
-0.0022829785011708736,
0.001603571348823607,
0.07024980336427689,
0.012629282660782337,
0.07425688207149506,
-0.03842632472515106,
0.018611500039696693,
0.030608979985117912,
-0.024493897333741188,
0.021528519690036774,
-0.003039622213691473,
-0.03676344081759453,
0.03130285069346428,
0.07998586446046829,
0.010451183654367924,
-0.0793023407459259,
-0.013543945737183094,
0.018781807273626328,
0.05168003961443901,
-0.07191972434520721,
0.1578306406736374,
0.0261915884912014,
0.012623557820916176,
0.08218052238225937,
-0.02980751171708107,
-0.07528629153966904,
-0.04250101000070572,
0.017244761809706688,
0.04411795362830162,
0.03708017244935036,
0.009233089163899422,
-0.0402718186378479,
0.022496407851576805,
0.02495848946273327,
0.07633636146783829,
0.005147143267095089,
0.013892092742025852,
0.05610475689172745,
-0.06684737652540207,
0.05862552300095558,
-0.02068880945444107,
0.05377641320228577,
0.06718502193689346,
0.005329218693077564,
-0.013880369253456593,
0.029931601136922836,
0.009508519433438778,
-0.045173775404691696,
0.11534363776445389,
-0.06510119885206223,
0.05117694288492203,
-0.002612584736198187,
-0.08554833382368088,
-0.03784773126244545,
0.08049595355987549,
0.011298057623207569,
-0.07695550471544266,
-0.048688776791095734,
0.02515522949397564,
0.06252259016036987,
-0.045092228800058365,
-0.012469440698623657,
0.02855953387916088,
-0.030573071911931038,
0.05066259205341339,
-0.08187385648488998,
0.04469598829746246,
0.003405107883736491,
0.04145055636763573,
-0.021858634427189827,
-0.06112267076969147,
-0.009080461226403713,
-0.059032510966062546,
0.025953957810997963,
0.05969088897109032,
-0.07613508403301239,
-0.037207186222076416,
-0.03631676360964775,
0.07058047503232956,
-0.008224091492593288,
0.04196193441748619,
-0.028595218434929848,
-1.496900736697171e-8,
-0.0014125127345323563,
0.03401883319020271,
-0.04033839702606201,
0.04116074740886688,
0.09359637647867203,
-0.051159556955099106,
0.0008746074745431542,
-0.03389836847782135,
-0.0056784991174936295,
-0.01068689301609993,
-0.04789939522743225,
-0.048200517892837524,
-0.02011881209909916,
-0.032091014087200165,
-0.042112622410058975,
-0.10229520499706268,
-0.07819411158561707,
-0.031228765845298767,
-0.021547820419073105,
-0.04960229992866516,
0.080877885222435,
-0.07801235467195511,
0.06919728219509125,
-0.04999842122197151,
0.03687044233083725,
0.0388900563120842,
-0.049989670515060425,
-0.04254629462957382,
-0.04606935754418373,
0.08682432025671005,
-0.031148400157690048,
0.11826757341623306,
0.03410249203443527,
-0.020859280601143837,
-0.020520316436886787,
0.027134137228131294,
0.09741272032260895,
0.0516086108982563,
0.013477473519742489,
-0.1364929974079132,
-0.02230440080165863,
0.02385946922004223,
0.03873211517930031,
-0.09249970316886902,
-0.04549084231257439,
0.05422014743089676,
0.011604365892708302,
0.05119062587618828,
0.07713304460048676,
-0.022097090259194374,
-0.06127815693616867,
-0.018579550087451935,
0.006740465294569731,
-0.004963087849318981,
0.02409542165696621,
0.0736224576830864,
-0.003481866791844368,
-0.0699305310845375,
-0.00662978645414114,
-0.05988084524869919,
0.05297161638736725,
-0.029027974233031273,
-0.027858959510922432,
-0.012875288724899292
] |
lmqg/bart-large-subjqa-movies | 72df74c24f2e08694dacf3d2e2e6abff7add6c44 | 2022-06-02T20:36:05.000Z | [
"pytorch",
"bart",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/bart-large-subjqa-movies | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
lmqg/bart-base-subjqa-movies | 1e1363380cc00d481ddbf09b170624f26bb2fd0c | 2022-06-02T20:17:56.000Z | [
"pytorch",
"bart",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | lmqg | null | lmqg/bart-base-subjqa-movies | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
x574chen/wav2vec2-common_voice-tr-demo | 62f61685312cf5e71be40276255b245fad4e7508 | 2022-06-05T17:14:10.000Z | [
"pytorch",
"tensorboard",
"wav2vec2",
"automatic-speech-recognition",
"tr",
"dataset:common_voice",
"transformers",
"common_voice",
"generated_from_trainer",
"license:apache-2.0",
"model-index"
] | automatic-speech-recognition | false | x574chen | null | x574chen/wav2vec2-common_voice-tr-demo | 0 | null | transformers | ---
language:
- tr
license: apache-2.0
tags:
- automatic-speech-recognition
- common_voice
- generated_from_trainer
datasets:
- common_voice
model-index:
- name: wav2vec2-common_voice-tr-demo
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# wav2vec2-common_voice-tr-demo
This model is a fine-tuned version of [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on the COMMON_VOICE - TR dataset.
It achieves the following results on the evaluation set:
- Loss: 0.3815
- Wer: 0.3493
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0003
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 15.0
### Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|:-------------:|:-----:|:----:|:---------------:|:------:|
| No log | 0.92 | 100 | 3.5559 | 1.0 |
| No log | 1.83 | 200 | 3.0161 | 0.9999 |
| No log | 2.75 | 300 | 0.8587 | 0.7443 |
| No log | 3.67 | 400 | 0.5855 | 0.6121 |
| 3.1095 | 4.59 | 500 | 0.4841 | 0.5204 |
| 3.1095 | 5.5 | 600 | 0.4533 | 0.4923 |
| 3.1095 | 6.42 | 700 | 0.4157 | 0.4342 |
| 3.1095 | 7.34 | 800 | 0.4304 | 0.4334 |
| 3.1095 | 8.26 | 900 | 0.4097 | 0.4068 |
| 0.2249 | 9.17 | 1000 | 0.4049 | 0.3881 |
| 0.2249 | 10.09 | 1100 | 0.3993 | 0.3809 |
| 0.2249 | 11.01 | 1200 | 0.3855 | 0.3782 |
| 0.2249 | 11.93 | 1300 | 0.3923 | 0.3713 |
| 0.2249 | 12.84 | 1400 | 0.3833 | 0.3591 |
| 0.1029 | 13.76 | 1500 | 0.3811 | 0.3570 |
| 0.1029 | 14.68 | 1600 | 0.3834 | 0.3499 |
### Framework versions
- Transformers 4.13.0.dev0
- Pytorch 1.12.0a0+2c916ef
- Datasets 2.2.2
- Tokenizers 0.10.3
| [
-0.0771077573299408,
-0.07033726572990417,
-0.023763518780469894,
-0.04468795657157898,
-0.0013694742228835821,
0.033734992146492004,
-0.0587192066013813,
-0.06260453909635544,
-0.05265308544039726,
-0.11055371910333633,
0.0013479915214702487,
-0.11257703602313995,
-0.0024828624445945024,
-0.03775332123041153,
-0.07457689195871353,
-0.02492668479681015,
0.009579489007592201,
-0.048513997346162796,
-0.04690628871321678,
-0.003611730644479394,
0.01550272200256586,
0.09646137058734894,
0.05839405208826065,
0.03027602657675743,
0.03470146656036377,
0.008188583888113499,
-0.06220352277159691,
0.053327761590480804,
0.06799724698066711,
-0.021793723106384277,
0.07769238948822021,
0.028101585805416107,
0.10366720706224442,
0.04103642329573631,
-0.02849113754928112,
-0.021528800949454308,
-0.0540795773267746,
-0.01147643756121397,
0.015090679749846458,
-0.05763740465044975,
0.009469917975366116,
-0.006555597297847271,
-0.012573604471981525,
0.035116955637931824,
-0.039220135658979416,
-0.005684765055775642,
-0.10531537979841232,
-0.021422650665044785,
-0.05154295638203621,
0.012648088857531548,
-0.0657796785235405,
-0.0775575339794159,
0.06479673087596893,
0.0632905438542366,
-0.12679913640022278,
0.042343031615018845,
-0.00020345162192825228,
0.04119953140616417,
0.017359137535095215,
-0.004202411975711584,
-0.02518850937485695,
-0.01629292592406273,
-0.02376975305378437,
-0.013192905113101006,
-0.0517260804772377,
-0.023641202598810196,
-0.06280198693275452,
-0.007554381620138884,
0.07206607609987259,
-0.01145305298268795,
-0.0635429173707962,
0.0914296880364418,
0.04793598875403404,
0.008670479990541935,
0.053548987954854965,
0.039572134613990784,
0.025216465815901756,
0.012680582702159882,
0.05519135296344757,
-0.047371309250593185,
-0.022307908162474632,
-0.07585909962654114,
0.060755494982004166,
-0.05043502897024155,
0.08368790149688721,
0.009547857567667961,
-0.011920987628400326,
-0.04649493098258972,
-0.023572538048028946,
-0.028226733207702637,
-0.06491819024085999,
0.035148125141859055,
0.03307019919157028,
0.06991440802812576,
-0.025523345917463303,
0.11413264274597168,
0.021777421236038208,
0.04306701570749283,
-0.026587173342704773,
0.08651372790336609,
-0.030623624101281166,
-0.007374216336756945,
0.04944378137588501,
-0.006777882110327482,
0.00629355339333415,
-0.06133913993835449,
0.009257059544324875,
0.037354521453380585,
0.08397852629423141,
-0.03445429354906082,
0.03794439509510994,
0.059759415686130524,
-0.03475689888000488,
0.017824776470661163,
0.07562891393899918,
0.09446427971124649,
-0.03823866695165634,
-0.029745902866125107,
-0.0027779017109423876,
0.05166178196668625,
-0.07074804604053497,
-0.024136988446116447,
-0.04819073528051376,
-0.028565598651766777,
-0.00004133770926273428,
-0.05551126226782799,
-0.0619252547621727,
2.0785137028987767e-33,
0.030233217403292656,
0.04854437708854675,
0.02047477848827839,
0.026651164516806602,
-0.0011746544623747468,
-0.08821407705545425,
-0.03135504573583603,
-0.037398576736450195,
0.0029878972563892603,
-0.016245922073721886,
-0.06746049225330353,
-0.011175367049872875,
-0.05781184881925583,
0.08086474984884262,
0.0030307304114103317,
0.017079943791031837,
-0.033125996589660645,
0.019814150407910347,
0.051354579627513885,
0.0024358576629310846,
0.1632637232542038,
0.027302563190460205,
0.012176115065813065,
-0.01050296239554882,
0.0793289765715599,
0.06148958578705788,
0.051799625158309937,
0.0008643199689686298,
0.06303127110004425,
0.043776847422122955,
-0.04858135059475899,
-0.027758410200476646,
0.03195769712328911,
-0.03448634222149849,
0.038443032652139664,
0.017439959570765495,
0.030817747116088867,
0.0691884383559227,
-0.06189185380935669,
-0.03935229405760765,
0.06221139058470726,
0.0007145637064240873,
0.01375945657491684,
-0.05692446231842041,
-0.05362430959939957,
-0.06918280571699142,
-0.0018478566780686378,
0.04530547186732292,
-0.0016637512017041445,
0.04765801131725311,
-0.06123901158571243,
-0.04045629873871803,
-0.028954505920410156,
0.05087033286690712,
-0.009551044553518295,
-0.07425421476364136,
0.07690632343292236,
0.07138962298631668,
0.005349250044673681,
-0.000933287083171308,
0.022970611229538918,
0.020144835114479065,
0.041329268366098404,
0.010520489886403084,
-0.00771822314709425,
-0.06287197023630142,
-0.050415948033332825,
-0.05820274353027344,
0.0015107900835573673,
0.017758386209607124,
-0.028640061616897583,
-0.014161667786538601,
0.041887104511260986,
0.014294683933258057,
0.03674381598830223,
-0.048273034393787384,
-0.011685057543218136,
-0.09964393079280853,
-0.039137765765190125,
0.026828009635210037,
0.010947580449283123,
0.07885502278804779,
-0.04420282319188118,
-0.0502399206161499,
-0.0019913981668651104,
-0.08259965479373932,
-0.008832462131977081,
-0.14705000817775726,
-0.022709352895617485,
0.03835297003388405,
-0.050015341490507126,
0.09252757579088211,
-0.0773383155465126,
0.0071256160736083984,
-0.047458257526159286,
-3.330626224494684e-33,
-0.004141128156334162,
0.13114772737026215,
0.019057683646678925,
0.092636339366436,
0.003637814661487937,
0.000703578582033515,
0.11021056026220322,
0.11812075972557068,
-0.01495566125959158,
-0.04340224340558052,
0.10422125458717346,
-0.06557176262140274,
0.01844809204339981,
-0.01675284653902054,
0.07510602474212646,
0.0015366923762485385,
-0.009249819442629814,
0.02062361314892769,
0.051112279295921326,
0.045989878475666046,
0.05500638484954834,
0.046288467943668365,
-0.05065768212080002,
0.0659339651465416,
-0.03329179063439369,
-0.04448062926530838,
-0.00034680106909945607,
0.0873761773109436,
0.05584784224629402,
-0.01010922808200121,
-0.0701870396733284,
-0.02381899394094944,
-0.036773115396499634,
0.06692459434270859,
-0.04467509686946869,
0.0032047962304204702,
0.033420246094465256,
-0.029009079560637474,
0.009633943438529968,
0.026391571387648582,
0.05783207342028618,
0.03966371342539787,
-0.10483418405056,
-0.027309125289320946,
-0.014221593737602234,
-0.07758655399084091,
0.0211165864020586,
-0.01958189718425274,
-0.022176075726747513,
-0.07586688548326492,
0.07055270671844482,
-0.07010012120008469,
0.0042462726123631,
0.03889499232172966,
-0.022638551890850067,
-0.016135966405272484,
0.03441956639289856,
-0.013727365992963314,
-0.04030323401093483,
-0.006936902645975351,
-0.004645046778023243,
0.016025900840759277,
-0.12807469069957733,
-0.07742662727832794,
0.0384901687502861,
-0.0007350226514972746,
-0.05734647065401077,
0.024700995534658432,
0.02611847035586834,
0.0467597171664238,
-0.04058406502008438,
0.0473124124109745,
-0.010050415992736816,
0.002924279309809208,
-0.04719196632504463,
-0.004857828374952078,
-0.0944630429148674,
-0.03345298022031784,
-0.0230458602309227,
-0.10865654051303864,
-0.03991612046957016,
0.03361377492547035,
0.08615691214799881,
0.004125456791371107,
0.10924938321113586,
0.10939326882362366,
0.028302283957600594,
0.03569364547729492,
-0.036431487649679184,
0.06119488179683685,
0.00043871693196706474,
0.08169087022542953,
-0.002818342298269272,
0.09452906996011734,
-0.0020792162977159023,
-5.650578671634321e-8,
-0.07487937062978745,
0.014852924272418022,
-0.02627657540142536,
0.013306263834238052,
0.005289096385240555,
-0.07946629822254181,
0.015049575828015804,
-0.032790396362543106,
0.008652634918689728,
0.020091893151402473,
-0.0041716573759913445,
0.00504516065120697,
-0.044412486255168915,
0.07000609487295151,
0.00049316615331918,
0.009167000651359558,
-0.05636423081159592,
0.11980321258306503,
-0.04243528097867966,
-0.08896245807409286,
0.0203410591930151,
-0.007383303251117468,
0.019072726368904114,
-0.006927593145519495,
0.07361650466918945,
-0.08449333161115646,
-0.05897406116127968,
0.08722982555627823,
-0.05442999675869942,
-0.008255728520452976,
-0.03643240034580231,
0.035375338047742844,
-0.005874128546565771,
-0.0857878252863884,
-0.006764545105397701,
0.06782013177871704,
-0.06589652597904205,
-0.04388345032930374,
-0.012050893157720566,
0.056546665728092194,
0.01872028224170208,
0.10322920233011246,
-0.06833359599113464,
-0.02182787097990513,
0.08607922494411469,
-0.03779877349734306,
-0.00463872030377388,
-0.09097430109977722,
0.06076270341873169,
0.022654756903648376,
0.01450310554355383,
0.02577916346490383,
-0.029126593843102455,
-0.01427255105227232,
0.06373930722475052,
0.02825077623128891,
-0.04031242057681084,
0.009793764911592007,
0.03238048404455185,
0.011130730621516705,
0.032411593943834305,
-0.005182446446269751,
-0.01837773621082306,
-0.030626313760876656
] |
huggingtweets/contextmemlab-jeremyrmanning | 22c78ab17d30fdf47bf53fe197c1d8b895cc9b02 | 2022-06-02T06:59:24.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/contextmemlab-jeremyrmanning | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/contextmemlab-jeremyrmanning/1654153159177/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1268155013882396672/Ev_5MJ-E_400x400.jpg')">
</div>
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/733324858621341698/iW5s1aAc_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI CYBORG π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Jeremy Manning & Context Lab</div>
<div style="text-align: center; font-size: 14px;">@contextmemlab-jeremyrmanning</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Jeremy Manning & Context Lab.
| Data | Jeremy Manning | Context Lab |
| --- | --- | --- |
| Tweets downloaded | 1635 | 206 |
| Retweets | 1093 | 44 |
| Short tweets | 88 | 1 |
| Tweets kept | 454 | 161 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/1383c0di/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @contextmemlab-jeremyrmanning's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/1nunflkl) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/1nunflkl/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/contextmemlab-jeremyrmanning')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.013638553209602833,
0.12112672626972198,
0.0014160933205857873,
0.04766552150249481,
0.1703415960073471,
-0.009736554697155952,
-0.046580418944358826,
0.04414334520697594,
0.06758034974336624,
-0.05221923813223839,
0.009612218476831913,
0.07308030873537064,
0.019489753991365433,
-0.03295841068029404,
-0.009954254142940044,
0.03960094600915909,
-0.08618278801441193,
-0.03347126021981239,
-0.0638616532087326,
0.028378766030073166,
-0.08170114457607269,
-0.09741541743278503,
0.08030222356319427,
-0.06513190269470215,
-0.0428483746945858,
0.07083755731582642,
-0.0039567225612699986,
0.0579964853823185,
-0.006502259057015181,
-0.030238552019000053,
-0.03709340840578079,
0.024107633158564568,
0.05297446995973587,
0.040308184921741486,
-0.024492209777235985,
0.03747967630624771,
-0.02208073064684868,
0.011930769309401512,
-0.05664540082216263,
0.023256100714206696,
-0.013067249208688736,
-0.1125727966427803,
0.061843227595090866,
0.033920854330062866,
-0.02760464884340763,
-0.031116478145122528,
-0.0045305718667805195,
-0.010941690765321255,
-0.03584764152765274,
0.02617969922721386,
-0.06542623788118362,
-0.04635726660490036,
0.011288858018815517,
-0.009634776972234249,
0.012467993423342705,
0.06743026524782181,
0.03390870615839958,
-0.06070645898580551,
0.06780955940485,
-0.016788817942142487,
0.11508411169052124,
0.09570273011922836,
0.07414819300174713,
0.006348014809191227,
0.00637277215719223,
-0.01759922131896019,
-0.05775822699069977,
0.04746977612376213,
-0.03150174021720886,
-0.004839732777327299,
0.024982361122965813,
-0.000779657275415957,
-0.023819750174880028,
-0.03019656613469124,
0.05252726376056671,
-0.04825055971741676,
-0.01768425665795803,
0.01969527266919613,
-0.013004563748836517,
0.0500728078186512,
0.038907233625650406,
-0.052492327988147736,
0.011262019164860249,
-0.03354012966156006,
0.06493835151195526,
0.023769160732626915,
0.0012062698369845748,
-0.10258740931749344,
-0.028948921710252762,
0.022206947207450867,
-0.009982241317629814,
-0.03168462961912155,
0.0010974491015076637,
0.055158112198114395,
-0.03596916049718857,
0.03577820211648941,
-0.058039963245391846,
-0.15446053445339203,
-0.12639406323432922,
0.06817437708377838,
0.006127437576651573,
-0.04557125270366669,
0.06625339388847351,
0.024383006617426872,
0.012111548334360123,
-0.03487366437911987,
-0.03589374199509621,
0.030137330293655396,
-0.010120503604412079,
-0.023595545440912247,
0.03969870135188103,
-0.0497606098651886,
-0.10928227752447128,
0.017427468672394753,
-0.028323978185653687,
-0.11587565392255783,
-0.01399893220514059,
0.02170148305594921,
0.0942697748541832,
-0.03279184177517891,
0.06439516693353653,
0.15940889716148376,
-0.03688680753111839,
-0.0915873572230339,
0.009011471644043922,
0.024443184956908226,
-0.04814332351088524,
1.090769787334405e-32,
0.04938695207238197,
0.003842276753857732,
-0.055070552974939346,
0.05199754238128662,
0.11560538411140442,
0.0028699093963950872,
-0.012741915881633759,
-0.030339954420924187,
-0.10227290540933609,
-0.005922475829720497,
0.07324355840682983,
0.02045777067542076,
-0.0024397014640271664,
0.026197906583547592,
-0.00463987048715353,
-0.08522672951221466,
-0.030550897121429443,
-0.0027494942769408226,
-0.022062070667743683,
0.02135450206696987,
-0.11136896908283234,
0.0442177876830101,
-0.03502626717090607,
-0.07328671216964722,
-0.05642150342464447,
0.012509681284427643,
0.07878805696964264,
-0.04141435772180557,
0.002186957048252225,
-0.0014267934020608664,
-0.052528489381074905,
-0.014689183793962002,
0.06756022572517395,
-0.06136956438422203,
0.03906077891588211,
0.008931037038564682,
0.024300621822476387,
-0.07798180729150772,
-0.001353655243292451,
0.04776730015873909,
-0.03435168042778969,
-0.04692709445953369,
0.057465359568595886,
-0.03720011189579964,
-0.05208399146795273,
0.08243019133806229,
0.12882089614868164,
0.029637165367603302,
-0.01966933161020279,
-0.041992850601673126,
-0.028133051469922066,
-0.022952765226364136,
-0.030864959582686424,
-0.0921969786286354,
-0.01031531859189272,
-0.0830240547657013,
-0.0048994943499565125,
0.026149125769734383,
0.029812080785632133,
-0.02903762087225914,
-0.005596518516540527,
-0.06212989613413811,
0.035634275525808334,
-0.07373330742120743,
0.035292524844408035,
0.035371534526348114,
-0.07258200645446777,
-0.02508690021932125,
0.05067886784672737,
-0.023276273161172867,
-0.03670688718557358,
-0.003429652191698551,
0.10142812877893448,
-0.0469851978123188,
-0.04154509678483009,
0.033118877559900284,
-0.02486121468245983,
-0.04181794822216034,
-0.03547173738479614,
0.029206790030002594,
-0.05842284485697746,
0.00010630746692186221,
0.02957034483551979,
0.007490947376936674,
-0.04206114634871483,
-0.00878181867301464,
-0.017057722434401512,
-0.0554983876645565,
0.02304680272936821,
0.0013447380624711514,
-0.09721671789884567,
-0.01567193679511547,
0.03607777878642082,
-0.08662983030080795,
-0.07520335912704468,
-1.142210669089136e-32,
0.0636468306183815,
0.01581871509552002,
-0.011147069744765759,
0.04700067266821861,
0.09661225229501724,
0.05535990372300148,
0.048211470246315,
0.054354872554540634,
-0.0008188232313841581,
-0.003307049162685871,
0.0517871230840683,
-0.02190498076379299,
-0.08723882585763931,
-0.04710423946380615,
0.004801826551556587,
0.01251725759357214,
0.06749513745307922,
-0.03178824856877327,
-0.022823236882686615,
0.016735894605517387,
0.017329460009932518,
0.04025096073746681,
-0.003037686925381422,
0.09352477639913559,
-0.053339023143053055,
-0.010042048990726471,
0.08656739443540573,
-0.0009130872203968465,
-0.009717434644699097,
0.011109168641269207,
-0.0404779426753521,
-0.08769246935844421,
-0.019652538001537323,
0.06966683268547058,
0.062245339155197144,
0.0021056937985122204,
-0.06612716615200043,
-0.04483655467629433,
-0.03029913827776909,
-0.04431316256523132,
0.009586927480995655,
-0.09758849442005157,
-0.06510941684246063,
-0.015793954953551292,
0.035106852650642395,
-0.040372636169195175,
0.02919970266520977,
-0.02657146193087101,
0.01521032489836216,
0.04862216114997864,
0.032727278769016266,
0.03538903594017029,
-0.02604687586426735,
-0.022698184475302696,
-0.03286169469356537,
-0.0998481959104538,
-0.05027885362505913,
0.024562470614910126,
0.007028564810752869,
0.029277591034770012,
0.022159557789564133,
0.024474728852510452,
-0.023212330415844917,
0.0024137485306710005,
0.06187499687075615,
0.035637255758047104,
-0.08701802790164948,
0.03215422481298447,
-0.07049932330846786,
0.011580455116927624,
0.017433037981390953,
0.058407675474882126,
0.04039890319108963,
-0.005218347534537315,
0.037723250687122345,
-0.024186309427022934,
0.08847997337579727,
0.007961842231452465,
0.091433584690094,
0.00014287128578871489,
-0.07824799418449402,
-0.0711691752076149,
-0.04372001811861992,
-0.005958183202892542,
-0.06277424097061157,
-0.007259134668856859,
-0.02480335533618927,
0.10087009519338608,
-0.02712051384150982,
-0.04400301352143288,
-0.04175419360399246,
0.07119933515787125,
0.05408751964569092,
0.026991315186023712,
0.06229092553257942,
-6.691542608905365e-8,
-0.04326120764017105,
-0.07307031005620956,
-0.0105364341288805,
0.0006202338263392448,
-0.04988294467329979,
0.030931860208511353,
0.044598110020160675,
-0.15186858177185059,
-0.019970286637544632,
-0.043418701738119125,
0.0399818941950798,
0.026402778923511505,
-0.06101846322417259,
0.026235973462462425,
-0.03655068948864937,
0.010456167161464691,
-0.10948637872934341,
0.07703559845685959,
-0.00008006764255696908,
-0.07265719771385193,
-0.00042943598236888647,
0.03123350441455841,
0.013860325329005718,
-0.017388837411999702,
-0.0001223323488375172,
0.060531940311193466,
-0.10549716651439667,
0.014294055290520191,
0.013075563125312328,
0.009745830669999123,
0.047493983060121536,
-0.06072985380887985,
0.03309936448931694,
-0.05517010763287544,
0.00007756122067803517,
-0.06835512816905975,
-0.02813858352601528,
-0.040814101696014404,
0.024729833006858826,
0.018842902034521103,
0.030736221000552177,
0.018165960907936096,
0.07775475084781647,
0.04447505250573158,
-0.023545727133750916,
0.0034201412927359343,
0.04856171831488609,
0.0031109850388020277,
0.03647467866539955,
0.02643328346312046,
-0.021327950060367584,
-0.08233779668807983,
-0.0005740020424127579,
0.022799525409936905,
0.06432749330997467,
-0.003065156750380993,
-0.008365252986550331,
0.06426629424095154,
-0.001526191714219749,
0.07756277918815613,
0.03728437423706055,
0.05761025473475456,
-0.006910788826644421,
0.0698096752166748
] |
huggingtweets/paxt0n4 | 9fb6b0496a95b9e51d6843d948feca32cd23c738 | 2022-06-02T07:30:57.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/paxt0n4 | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/paxt0n4/1654155052782/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1359906890340306950/s5cXHS11_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI BOT π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Paxton Fitzpatrick</div>
<div style="text-align: center; font-size: 14px;">@paxt0n4</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Paxton Fitzpatrick.
| Data | Paxton Fitzpatrick |
| --- | --- |
| Tweets downloaded | 2551 |
| Retweets | 1177 |
| Short tweets | 326 |
| Tweets kept | 1048 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/1x9k9uk2/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @paxt0n4's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/34fd5zca) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/34fd5zca/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/paxt0n4')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.012013502418994904,
0.1195160299539566,
-0.014649616554379463,
0.05157886818051338,
0.17537783086299896,
-0.019768474623560905,
-0.03631501644849777,
0.023479728028178215,
0.07857322692871094,
-0.06301460415124893,
-0.0015019542770460248,
0.0732179507613182,
0.014228660613298416,
-0.035720836371183395,
-0.00822471547871828,
0.03295527771115303,
-0.08581420034170151,
-0.03673425689339638,
-0.05284111574292183,
0.024674970656633377,
-0.08308743685483932,
-0.09108247607946396,
0.07796788215637207,
-0.04821554943919182,
-0.046718109399080276,
0.07259554415941238,
-0.0058077313005924225,
0.04933175817131996,
-0.014718175865709782,
-0.023850135505199432,
-0.04227748140692711,
0.0388546846807003,
0.04713580757379532,
0.03720564395189285,
-0.02410128153860569,
0.02057064138352871,
-0.015545698814094067,
0.027929762378335,
-0.05754844471812248,
0.0071900757029652596,
-0.016586873680353165,
-0.10564649850130081,
0.05329883098602295,
0.035836681723594666,
-0.03211161121726036,
-0.026165470480918884,
-0.012469015084207058,
-0.0015578627353534102,
-0.054203495383262634,
0.030818073078989983,
-0.050304971635341644,
-0.05409535393118858,
-0.0010646965820342302,
-0.00046950147952884436,
0.019897783175110817,
0.06434888392686844,
0.027732890099287033,
-0.05432531237602234,
0.07451413571834564,
-0.022464042529463768,
0.11100354045629501,
0.08443711698055267,
0.08723397552967072,
0.006596284452825785,
0.01001102663576603,
-0.009221192449331284,
-0.06756091862916946,
0.03497258573770523,
-0.028147514909505844,
-0.016906052827835083,
0.030916688963770866,
0.003582454053685069,
-0.03386100009083748,
-0.04773801937699318,
0.06355635076761246,
-0.04197261855006218,
-0.013890407979488373,
0.02539350837469101,
-0.014165417291224003,
0.06407961994409561,
0.03333255276083946,
-0.06242462992668152,
0.0010975832119584084,
-0.02863944321870804,
0.053005680441856384,
0.03240104392170906,
0.009265069849789143,
-0.11286177486181259,
-0.019480645656585693,
0.0243578739464283,
-0.015464859083294868,
-0.018644768744707108,
-0.003538910998031497,
0.04008342698216438,
-0.043056000024080276,
0.021519772708415985,
-0.05137256532907486,
-0.15093427896499634,
-0.11108560860157013,
0.06559725850820541,
0.009326038882136345,
-0.053498659282922745,
0.06433063000440598,
0.016375957056879997,
0.013928854838013649,
-0.03668594732880592,
-0.03069102019071579,
0.008642972446978092,
-0.009927799925208092,
-0.009950470179319382,
0.04155197739601135,
-0.050574298948049545,
-0.10738468915224075,
0.01924119144678116,
-0.028129171580076218,
-0.10019878298044205,
-0.005744277033954859,
0.045532599091529846,
0.08952228724956512,
-0.02393609657883644,
0.052142053842544556,
0.1506103277206421,
-0.03795186057686806,
-0.09791485965251923,
0.00016487372340634465,
0.025974180549383163,
-0.05721530318260193,
1.1048048960096354e-32,
0.055919334292411804,
0.00444019353017211,
-0.055904570966959,
0.03907061368227005,
0.1273897886276245,
-0.004645701963454485,
-0.0011992095969617367,
-0.0321817509829998,
-0.08793839812278748,
0.0003596788155846298,
0.0711437463760376,
0.029393799602985382,
0.007202900946140289,
0.014941967092454433,
0.0061314902268350124,
-0.08958618342876434,
-0.019371433183550835,
-0.007278528064489365,
-0.022944029420614243,
0.020287910476326942,
-0.10689394921064377,
0.04594183340668678,
-0.04268684983253479,
-0.06209848076105118,
-0.05845635384321213,
0.018821928650140762,
0.07098174840211868,
-0.046779815107584,
0.0034855634439736605,
0.00459130248054862,
-0.04525928571820259,
-0.015356937423348427,
0.06155278906226158,
-0.049757104367017746,
0.044815436005592346,
0.018389258533716202,
0.012914801947772503,
-0.08135637640953064,
-0.006162114441394806,
0.04080476611852646,
-0.03376956656575203,
-0.04767357185482979,
0.048321958631277084,
-0.030322184786200523,
-0.057608574628829956,
0.0833882987499237,
0.13984356820583344,
0.017540941014885902,
-0.02431861311197281,
-0.050134412944316864,
-0.03229403495788574,
-0.015142910182476044,
-0.04224275425076485,
-0.11030031740665436,
-0.019069241359829903,
-0.08912590891122818,
0.007828319445252419,
0.019840791821479797,
0.03954662010073662,
-0.033089302480220795,
0.00012571703700814396,
-0.06870577484369278,
0.028995241969823837,
-0.08688651770353317,
0.030559198930859566,
0.03746356442570686,
-0.08745359629392624,
-0.034589868038892746,
0.04560864344239235,
-0.04543622210621834,
-0.03753584623336792,
0.0019554959144443274,
0.11236850917339325,
-0.041776735335588455,
-0.04639051854610443,
0.03841887786984444,
-0.018262222409248352,
-0.048588305711746216,
-0.03507231920957565,
0.02777749113738537,
-0.05589202046394348,
0.018853696063160896,
0.02387138642370701,
0.0034015269484370947,
-0.022423287853598595,
-0.006170058622956276,
-0.013040096499025822,
-0.04834885150194168,
0.01636057160794735,
-0.005067126359790564,
-0.10206745564937592,
-0.01164331752806902,
0.04086890444159508,
-0.08691703528165817,
-0.07874343544244766,
-1.1836012210811303e-32,
0.05386551842093468,
0.0004123981634620577,
-0.0031153419986367226,
0.04571143165230751,
0.10067102313041687,
0.0487016886472702,
0.04710851237177849,
0.055087219923734665,
0.009863740764558315,
-0.0005478391540236771,
0.043913569301366806,
-0.02831205725669861,
-0.08491493761539459,
-0.032797858119010925,
0.019545666873455048,
0.026842134073376656,
0.06531711667776108,
-0.02565254084765911,
-0.035964712500572205,
0.040764838457107544,
0.01293970923870802,
0.037409741431474686,
-0.011927148327231407,
0.08810295164585114,
-0.07651954144239426,
-0.011781363748013973,
0.07452081888914108,
-0.017513621598482132,
-0.014158694073557854,
0.014033238403499126,
-0.05457393825054169,
-0.08985413610935211,
-0.020939355716109276,
0.05874275416135788,
0.05726272612810135,
0.0035657028201967478,
-0.06438665091991425,
-0.04488072916865349,
-0.03224947303533554,
-0.045915111899375916,
0.00419470202177763,
-0.09336531162261963,
-0.06111486628651619,
-0.011773113161325455,
0.03627346456050873,
-0.04079652950167656,
0.04006042703986168,
-0.015546419657766819,
0.0010191515320912004,
0.059026338160037994,
0.038148269057273865,
0.041239868849515915,
-0.026161465793848038,
-0.0181540846824646,
-0.021491197869181633,
-0.0805322602391243,
-0.05168778449296951,
0.031799234449863434,
0.019026583060622215,
0.035893768072128296,
0.03669075667858124,
0.026693575084209442,
-0.02532103843986988,
0.01689969003200531,
0.062421564012765884,
0.04936709254980087,
-0.07089488208293915,
0.035791825503110886,
-0.06778403371572495,
0.000041328770748805255,
0.025485023856163025,
0.06979379802942276,
0.03962700814008713,
-0.013693207874894142,
0.0391419380903244,
-0.025850262492895126,
0.08649493008852005,
-0.007202403154224157,
0.07292316108942032,
0.0019190553575754166,
-0.08383609354496002,
-0.05756833776831627,
-0.047957949340343475,
0.006926671136170626,
-0.0544632263481617,
-0.008402771316468716,
-0.022803423926234245,
0.09825273603200912,
-0.028586361557245255,
-0.04281860217452049,
-0.04672429710626602,
0.07930849492549896,
0.057753995060920715,
0.03253932297229767,
0.0692906603217125,
-6.690207499104872e-8,
-0.04288630932569504,
-0.08866019546985626,
-0.013106733560562134,
0.004637181293219328,
-0.03678075224161148,
0.03268105164170265,
0.028991518542170525,
-0.15349945425987244,
-0.013523700647056103,
-0.059553515166044235,
0.044315531849861145,
0.011546552181243896,
-0.07295393198728561,
0.022247353568673134,
-0.03757894039154053,
0.017861470580101013,
-0.10015734285116196,
0.08439917862415314,
-0.007009710185229778,
-0.06760125607252121,
-0.006764475256204605,
0.035692036151885986,
0.022510383278131485,
-0.02467217668890953,
0.0015795743092894554,
0.05281692370772362,
-0.11405221372842789,
0.0009298841468989849,
0.011379427276551723,
0.00015875071403570473,
0.0478292778134346,
-0.06190027669072151,
0.031164610758423805,
-0.056360870599746704,
-0.01014636643230915,
-0.07015429437160492,
-0.03553789108991623,
-0.03028927929699421,
0.019799424335360527,
0.02406027726829052,
0.0409759059548378,
0.021953046321868896,
0.0703844353556633,
0.04944473132491112,
-0.03137979283928871,
0.0075715696439146996,
0.040984220802783966,
-0.008493165485560894,
0.02504809759557247,
0.04530929774045944,
-0.02368757501244545,
-0.07811172306537628,
0.011205935850739479,
0.03322926163673401,
0.06676921248435974,
-0.012337369844317436,
-0.008795488625764847,
0.06149642542004585,
-0.021943824365735054,
0.07295207679271698,
0.042136769741773605,
0.05534946545958519,
-0.00029392767464742064,
0.06651648879051208
] |
nglaura/skimformer | 15a959f372085ee51e4afe20ce9812dafe355b21 | 2022-06-02T15:37:12.000Z | [
"pytorch",
"skimformer",
"fill-mask",
"arxiv:2109.01078",
"transformers",
"license:apache-2.0",
"autotrain_compatible"
] | fill-mask | false | nglaura | null | nglaura/skimformer | 0 | null | transformers | ---
license: apache-2.0
---
# Skimformer
A collaboration between [reciTAL](https://recital.ai/en/) & [MLIA](https://mlia.lip6.fr/) (ISIR, Sorbonne UniversitΓ©)
##Β Model description
Skimformer is a two-stage Transformer that replaces self-attention with Skim-Attention, a self-attention module that computes attention solely based on the 2D positions of tokens in the page. The model adopts a two-step approach: first, the skim-attention scores are computed once and only once using layout information alone; then, these attentions are used in every layer of a text-based Transformer encoder. For more details, please refer to our paper:
[Skim-Attention: Learning to Focus via Document Layout](https://arxiv.org/abs/2109.01078)
Laura Nguyen, Thomas Scialom, Jacopo Staiano, Benjamin Piwowarski, [EMNLP 2021](https://2021.emnlp.org/papers)
## Citation
``` latex
@article{nguyen2021skimattention,
title={Skim-Attention: Learning to Focus via Document Layout},
author={Laura Nguyen and Thomas Scialom and Jacopo Staiano and Benjamin Piwowarski},
journal={arXiv preprint arXiv:2109.01078}
year={2021},
}
``` | [
0.00803237222135067,
-0.04942105710506439,
-0.028750453144311905,
-0.025138238444924355,
-0.025044869631528854,
0.08303506672382355,
-0.0010221402626484632,
0.04826372116804123,
0.06502693891525269,
-0.050819043070077896,
-0.0024780824314802885,
0.059395577758550644,
0.0403689406812191,
0.035367246717214584,
0.0053183031268417835,
0.0011186145711690187,
0.054785337299108505,
0.06690511852502823,
-0.03778494521975517,
-0.015581989660859108,
0.03702319785952568,
-0.028634794056415558,
0.057745203375816345,
0.011333405040204525,
-0.025158703327178955,
0.043145570904016495,
-0.024502165615558624,
-0.00939337257295847,
0.043314579874277115,
-0.0658857598900795,
0.036054469645023346,
0.03353456035256386,
0.0409722626209259,
0.11142333596944809,
-0.0868019387125969,
0.02917487919330597,
-0.12214648723602295,
-0.021592937409877777,
-0.051935989409685135,
-0.010465703904628754,
0.02014535665512085,
0.013496829196810722,
-0.04499390721321106,
-0.021200329065322876,
0.07958629727363586,
-0.024629997089505196,
-0.018257027491927147,
-0.05610639229416847,
-0.031102558597922325,
0.02031637355685234,
-0.10114683210849762,
-0.04569985345005989,
0.020799610763788223,
0.0356440544128418,
-0.05985156074166298,
0.03564353287220001,
0.002828291617333889,
0.03038111701607704,
-0.015170983038842678,
-0.04040822759270668,
-0.06978694349527359,
-0.029147202149033546,
0.0003145138325635344,
-0.02832052670419216,
-0.004898017272353172,
-0.002403508871793747,
0.07021516561508179,
0.008496331050992012,
-0.036682695150375366,
0.009948903694748878,
-0.06841916590929031,
0.06654805690050125,
0.07672591507434845,
-0.04581519216299057,
0.040288928896188736,
-0.026861511170864105,
0.009518815204501152,
-0.030540702864527702,
0.044552188366651535,
-0.02284928597509861,
0.04143267124891281,
-0.022013219073414803,
0.0951145589351654,
-0.05244431644678116,
0.06416802108287811,
-0.005653247237205505,
0.01935369148850441,
0.000009318162483396009,
-0.012194386683404446,
0.03296650946140289,
-0.06095629557967186,
-0.13721446692943573,
-0.03255866840481758,
-0.04033027961850166,
-0.03499459847807884,
0.01679040677845478,
-0.017145207151770592,
-0.019810844212770462,
0.003181613516062498,
0.021035460755228996,
0.028230959549546242,
-0.027896607294678688,
0.08781980723142624,
-0.046100687235593796,
0.006256284657865763,
-0.04031805694103241,
0.057557836174964905,
0.10646580159664154,
-0.006756593473255634,
-0.08427789807319641,
0.055975738912820816,
0.024091003462672234,
-0.023440396413207054,
-0.05928077548742294,
0.018646057695150375,
0.012758105993270874,
0.025639580562710762,
-0.007107177283614874,
0.08336956053972244,
0.03440539538860321,
0.00706038624048233,
0.012338505126535892,
-0.02233610861003399,
-0.005314401350915432,
-0.037184640765190125,
-0.06841330230236053,
-0.01169817615300417,
4.2241885408478155e-33,
-0.007991042919456959,
0.030905012041330338,
-0.06546544283628464,
0.06817977130413055,
0.02155284583568573,
-0.017645390704274178,
-0.01762002520263195,
0.03835257887840271,
0.0029631059151142836,
-0.012045186944305897,
0.02465974912047386,
0.017543429508805275,
0.05329815670847893,
0.07656536996364594,
0.005402548238635063,
-0.046588994562625885,
-0.026030614972114563,
0.026290737092494965,
-0.06548068672418594,
-0.0067986128851771355,
0.023497480899095535,
0.045506756752729416,
0.07102343440055847,
-0.060231827199459076,
-0.02941100299358368,
0.1069561243057251,
-0.02015584520995617,
-0.08613321930170059,
-0.08780127018690109,
-0.0032152023632079363,
-0.05279649794101715,
0.026670850813388824,
-0.05264252796769142,
-0.04924629256129265,
0.09341265261173248,
-0.06940121203660965,
-0.037006720900535583,
-0.03639724478125572,
0.0357947051525116,
-0.04850999638438225,
-0.02703668922185898,
0.04672493785619736,
0.06045852228999138,
-0.060815323144197464,
-0.10456215590238571,
-0.008411240763962269,
-0.01005993876606226,
0.10603401809930801,
0.07941575348377228,
-0.015831157565116882,
0.039526697248220444,
0.06188763678073883,
-0.09328381717205048,
-0.06024857982993126,
0.10407526046037674,
0.025567593052983284,
0.07749157398939133,
0.05292538180947304,
0.02984771504998207,
0.04312952235341072,
0.009322496131062508,
0.051706645637750626,
0.014072556979954243,
-0.006195760332047939,
0.06631138175725937,
0.015551384538412094,
-0.03998296707868576,
-0.0350833423435688,
0.06285879760980606,
-0.02998109720647335,
-0.025197213515639305,
0.026514945551753044,
-0.038708511739969254,
0.014330158941447735,
0.011149629019200802,
-0.0463440902531147,
0.0683216080069542,
-0.12168660759925842,
0.039627254009246826,
-0.0028955782763659954,
-0.003152384189888835,
-0.00601181061938405,
-0.008053591474890709,
-0.05560857430100441,
-0.10075730085372925,
0.024439474567770958,
0.058638546615839005,
-0.12739676237106323,
-0.11015888303518295,
0.001186863170005381,
0.023637335747480392,
0.06705141812562943,
-0.03430020436644554,
-0.014918940141797066,
0.0005782515509054065,
-4.260714089063741e-33,
0.03865992650389671,
0.09227016568183899,
-0.0650988221168518,
0.05849380046129227,
-0.027957601472735405,
0.00807940773665905,
0.05286135897040367,
0.054348524659872055,
-0.04846898093819618,
0.04108357056975365,
-0.061995912343263626,
-0.024192383512854576,
0.02819990925490856,
-0.02171790972352028,
0.01789165288209915,
-0.011676155962049961,
-0.00020364535157568753,
0.007688946556299925,
-0.03471766784787178,
-0.010884704068303108,
0.03657381609082222,
0.12138034403324127,
-0.054671403020620346,
0.010469885542988777,
-0.035253241658210754,
0.006572939455509186,
0.00031896927976049483,
0.06073903292417526,
0.0033130149822682142,
0.0014145438326522708,
-0.03997975215315819,
-0.0038995135109871626,
-0.0023480583913624287,
-0.048708558082580566,
-0.08447910100221634,
0.057742875069379807,
-0.03234730288386345,
-0.001407081144861877,
-0.04142552614212036,
0.020757874473929405,
0.054415252059698105,
-0.018121153116226196,
0.0028416437562555075,
0.01925116963684559,
-0.036608193069696426,
0.018236825242638588,
-0.05813787132501602,
0.09038528800010681,
-0.037588972598314285,
0.022602025419473648,
-0.09927111864089966,
0.017167100682854652,
-0.11069263517856598,
-0.03940844163298607,
-0.09827055037021637,
-0.025964369997382164,
-0.06969606131315231,
-0.13244833052158356,
-0.012605531141161919,
-0.0553758405148983,
-0.01306125707924366,
-0.020325588062405586,
0.04712402820587158,
-0.08522916585206985,
0.04443473741412163,
-0.026642104610800743,
0.009086236357688904,
-0.07027550786733627,
0.036927029490470886,
0.048205405473709106,
0.1201767846941948,
-0.012674897909164429,
0.05484415963292122,
-0.0005829312140122056,
0.007844099774956703,
0.03152993693947792,
0.02256915345788002,
0.018679924309253693,
-0.01818166673183441,
-0.09379323571920395,
-0.02350369468331337,
0.014372322708368301,
-0.02761361189186573,
0.03282211348414421,
0.039225783199071884,
0.09768956154584885,
0.09963065385818481,
-0.0397292822599411,
-0.008273668587207794,
0.0007540035876445472,
0.058101292699575424,
0.08013803511857986,
0.00843534991145134,
0.04700947925448418,
0.005638564005494118,
-5.93443232332902e-8,
-0.13845695555210114,
-0.027085384353995323,
-0.07390142232179642,
0.029928138479590416,
-0.040488000959157944,
-0.07799207419157028,
0.03263640031218529,
0.06704135984182358,
-0.14103586971759796,
0.0024952583480626345,
0.08920372277498245,
-0.020293409004807472,
-0.05135490372776985,
0.05336746200919151,
0.037760257720947266,
0.07665468007326126,
0.05836450308561325,
0.1392434537410736,
-0.08567743003368378,
-0.02434014342725277,
0.012496435083448887,
0.01500792894512415,
-0.006818335969001055,
-0.022468116134405136,
0.014081530272960663,
0.03268226608633995,
-0.035726867616176605,
0.06834372878074646,
-0.04526360332965851,
-0.0790252760052681,
0.04021816700696945,
0.051745157688856125,
0.007923057302832603,
-0.013359379023313522,
0.02411075308918953,
0.04298057034611702,
0.03080781176686287,
-0.007273977156728506,
0.0055636693723499775,
0.08602143824100494,
0.03010462410748005,
0.01929726079106331,
-0.008137797005474567,
0.09552177041769028,
-0.0097879059612751,
0.02803598716855049,
-0.002821963047608733,
-0.1186581552028656,
0.0343119241297245,
-0.03406134620308876,
0.06518560647964478,
-0.06015292555093765,
-0.08792492002248764,
0.0261220782995224,
0.0032815581653267145,
0.035153694450855255,
0.08170520514249802,
0.031557612121105194,
0.0016739192651584744,
0.03654606640338898,
0.02102457918226719,
0.08069215714931488,
-0.06948772072792053,
-0.04139343649148941
] |
huggingtweets/eurovision | 188ae8eeadf2f53d34d821abc4b60c5f9d880f21 | 2022-06-02T12:18:15.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/eurovision | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/eurovision/1654172290217/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1531770686309646338/i1LUNPuy_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI BOT π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Eurovision Song Contest</div>
<div style="text-align: center; font-size: 14px;">@eurovision</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Eurovision Song Contest.
| Data | Eurovision Song Contest |
| --- | --- |
| Tweets downloaded | 3249 |
| Retweets | 483 |
| Short tweets | 146 |
| Tweets kept | 2620 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/28rylgus/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @eurovision's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/wfx4mn2i) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/wfx4mn2i/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/eurovision')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.0004965111147612333,
0.12409865111112595,
-0.008895618841052055,
0.052515074610710144,
0.1652701497077942,
-0.005704914219677448,
-0.03740967810153961,
0.021558213979005814,
0.09135538339614868,
-0.058911703526973724,
-0.006345133297145367,
0.07053853571414948,
0.01491738110780716,
-0.026669766753911972,
-0.001199166988953948,
0.03231477364897728,
-0.0869239792227745,
-0.030991284176707268,
-0.06873053312301636,
0.009140013717114925,
-0.07771215587854385,
-0.08997377008199692,
0.08026817440986633,
-0.03375433757901192,
-0.04399274289608002,
0.0812583714723587,
-0.0067347073927521706,
0.06375789642333984,
-0.004421656485646963,
-0.006989324931055307,
-0.055958472192287445,
0.026766521856188774,
0.04335101693868637,
0.030831780284643173,
-0.025136087089776993,
0.02033855766057968,
-0.032708585262298584,
0.008298419415950775,
-0.05642269551753998,
0.007074365857988596,
-0.002833890961483121,
-0.1029515415430069,
0.04360143467783928,
0.048815369606018066,
-0.03209259733557701,
-0.020150812342762947,
-0.024480344727635384,
-0.00038021308137103915,
-0.06561969220638275,
0.02958858199417591,
-0.04888592287898064,
-0.0553164966404438,
0.010624944232404232,
-0.024784104898571968,
0.012186864390969276,
0.060298193246126175,
0.022111115977168083,
-0.025714291259646416,
0.08330920338630676,
-0.029485633596777916,
0.09898898005485535,
0.0827329233288765,
0.09181755781173706,
0.002084079897031188,
-0.008008000440895557,
-0.022935254499316216,
-0.06768777221441269,
0.05257510021328926,
-0.051849137991666794,
-0.0011084913276135921,
0.03733285143971443,
-0.006259149871766567,
-0.021948199719190598,
-0.03968394920229912,
0.07134972512722015,
-0.052799683064222336,
-0.03153795748949051,
0.02552783116698265,
-0.027360517531633377,
0.06976531445980072,
0.049549251794815063,
-0.07642015814781189,
0.012497159652411938,
-0.04307316988706589,
0.06697402894496918,
0.03367253392934799,
0.0076041510328650475,
-0.11417320370674133,
-0.03444306552410126,
0.019751859828829765,
-0.02502293884754181,
-0.028395507484674454,
0.003994935657829046,
0.03797627612948418,
-0.05413788557052612,
0.028561465442180634,
-0.04744960740208626,
-0.13775858283042908,
-0.09958996623754501,
0.07208974659442902,
0.006764072924852371,
-0.05154743045568466,
0.05820106714963913,
0.030949652194976807,
0.003885556710883975,
-0.050031185150146484,
-0.021237537264823914,
0.018003584817051888,
-0.016782645136117935,
-0.01516314409673214,
0.028278158977627754,
-0.049537934362888336,
-0.07999418675899506,
0.0183736402541399,
-0.04577883705496788,
-0.0858965590596199,
-0.021819155663251877,
0.04025590792298317,
0.09833245724439621,
-0.0020175010431557894,
0.050980862230062485,
0.1279020756483078,
-0.034104008227586746,
-0.08604531735181808,
0.008491394110023975,
0.03214752674102783,
-0.049869127571582794,
1.037428351619585e-32,
0.05176517367362976,
0.006531256251037121,
-0.05576448142528534,
0.04713674634695053,
0.11500037461519241,
0.001385355950333178,
-0.04308924078941345,
-0.039643023163080215,
-0.08695797622203827,
-0.009498449973762035,
0.06328505277633667,
0.027519764378666878,
0.00654649967327714,
-0.004031458869576454,
0.007734348531812429,
-0.08710039407014847,
-0.002847813768312335,
-0.002545862225815654,
-0.030599279329180717,
0.02334938757121563,
-0.10227688401937485,
0.0440179780125618,
-0.022975634783506393,
-0.07345177233219147,
-0.05602084845304489,
0.03615386411547661,
0.06442995369434357,
-0.05567508563399315,
-0.007486389949917793,
0.005464405287057161,
-0.053694095462560654,
-0.023682380095124245,
0.048790596425533295,
-0.06531116366386414,
0.041566524654626846,
0.02457592450082302,
0.0012022763257846236,
-0.08531655371189117,
-0.02130216173827648,
0.03986496478319168,
-0.0319620780646801,
-0.06107768043875694,
0.038474176079034805,
-0.031159333884716034,
-0.050671905279159546,
0.08679860830307007,
0.1314728707075119,
0.021029585972428322,
-0.03883858770132065,
-0.04607263207435608,
-0.03991466388106346,
0.006440063007175922,
-0.05282693728804588,
-0.10920331627130508,
0.010768797248601913,
-0.08583910763263702,
0.007530841510742903,
0.00895727425813675,
0.034222621470689774,
-0.04099777713418007,
-0.0014168060151860118,
-0.06064477935433388,
0.038528766483068466,
-0.07972671836614609,
0.04655221477150917,
0.04963395744562149,
-0.08234085887670517,
-0.030443621799349785,
0.05138044059276581,
-0.04709256440401077,
-0.04069589078426361,
-0.009497642517089844,
0.10982102900743484,
-0.03152289241552353,
-0.05180882662534714,
0.04769337177276611,
-0.016196414828300476,
-0.0601828396320343,
-0.03249703347682953,
0.023473022505640984,
-0.057265400886535645,
0.005460330285131931,
0.03167439252138138,
-0.006026360671967268,
-0.009105929173529148,
-0.013735471293330193,
-0.015991847962141037,
-0.06387723237276077,
0.025014488026499748,
0.008449381217360497,
-0.11097929626703262,
-0.012301377952098846,
0.04360686615109444,
-0.09004801511764526,
-0.0893174260854721,
-1.1077084405245633e-32,
0.04509589448571205,
0.017270220443606377,
-0.013444511219859123,
0.05313374102115631,
0.09878600388765335,
0.05214913934469223,
0.05160774290561676,
0.05844568833708763,
0.027986109256744385,
0.008991929702460766,
0.04656936973333359,
-0.04761374741792679,
-0.08096767961978912,
-0.0369599312543869,
0.009099239483475685,
0.03514961898326874,
0.08120061457157135,
-0.009633672423660755,
-0.02060224674642086,
0.037529077380895615,
0.002458591014146805,
0.030953897163271904,
-0.006899500731378794,
0.09551339596509933,
-0.0762241929769516,
-0.007538681384176016,
0.07969202846288681,
-0.023902947083115578,
-0.008270958438515663,
0.016413267701864243,
-0.053401343524456024,
-0.0926850438117981,
-0.030583573505282402,
0.054479651153087616,
0.05634593591094017,
0.00981538649648428,
-0.07175252586603165,
-0.05576435849070549,
-0.03789852187037468,
-0.03323204815387726,
0.018730685114860535,
-0.09526665508747101,
-0.06369985640048981,
-0.0032843316439539194,
0.029062334448099136,
-0.04791220650076866,
0.03574058786034584,
-0.01169239915907383,
0.007228577509522438,
0.03549834340810776,
0.03987223654985428,
0.037019405514001846,
-0.01925436034798622,
-0.02253061905503273,
-0.01596280187368393,
-0.08196676522493362,
-0.04894949868321419,
0.03250216692686081,
0.01869770511984825,
0.04122822731733322,
0.03191252797842026,
0.029455335810780525,
-0.02709163911640644,
0.025219842791557312,
0.07733434438705444,
0.04688892886042595,
-0.0638628900051117,
0.05077904090285301,
-0.06284942477941513,
0.007122212555259466,
0.026318330317735672,
0.05609900876879692,
0.031195007264614105,
0.00642672972753644,
0.030316760763525963,
-0.016765795648097992,
0.0775325819849968,
0.022951189428567886,
0.07826482504606247,
0.008891332894563675,
-0.08375612646341324,
-0.05688602849841118,
-0.043081123381853104,
-0.0010318882996216416,
-0.04453076422214508,
-0.020444009453058243,
-0.028557483106851578,
0.08767501264810562,
-0.029027078300714493,
-0.034560732543468475,
-0.025302506983280182,
0.07243509590625763,
0.057957131415605545,
0.038158759474754333,
0.06330777704715729,
-6.657710116542148e-8,
-0.04455491900444031,
-0.09470122307538986,
-0.016769982874393463,
0.018601439893245697,
-0.032894667237997055,
0.026420490816235542,
0.02601374313235283,
-0.1567094773054123,
-0.03402264043688774,
-0.054392579942941666,
0.03283381834626198,
0.013003021478652954,
-0.05975477769970894,
0.01619814708828926,
-0.01842563785612583,
0.029064448550343513,
-0.11372081935405731,
0.07692230492830276,
-0.006423077546060085,
-0.04926450550556183,
0.004648372530937195,
0.04665188863873482,
0.01791389472782612,
-0.03150222823023796,
-0.005584594327956438,
0.044209856539964676,
-0.12679806351661682,
0.00478455750271678,
0.0012954967096447945,
-0.014432602562010288,
0.043229296803474426,
-0.05781756713986397,
0.03212524577975273,
-0.05153091251850128,
-0.0154506741091609,
-0.0726918876171112,
-0.02381274290382862,
-0.03483262285590172,
0.026459679007530212,
0.026412907987833023,
0.04065811261534691,
0.029279248788952827,
0.06371555477380753,
0.056092239916324615,
-0.016237862408161163,
0.013351085595786572,
0.05385018140077591,
-0.013537680730223656,
0.024030733853578568,
0.03328331559896469,
-0.04684830456972122,
-0.07022267580032349,
0.015624675899744034,
0.027253998443484306,
0.06438306719064713,
-0.008477780036628246,
0.005678858608007431,
0.08199100196361542,
-0.033941444009542465,
0.06889639049768448,
0.047364406287670135,
0.06222938373684883,
0.0017022270476445556,
0.04818181321024895
] |
huggingtweets/esfinn | bf20e894fdd35d19197d36e16c9196921336cda2 | 2022-06-02T12:35:17.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/esfinn | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/esfinn/1654173312571/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/773905129129046016/EZcRPMpd_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI BOT π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Emily Finn</div>
<div style="text-align: center; font-size: 14px;">@esfinn</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Emily Finn.
| Data | Emily Finn |
| --- | --- |
| Tweets downloaded | 767 |
| Retweets | 209 |
| Short tweets | 72 |
| Tweets kept | 486 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/22n1p2vw/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @esfinn's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/caz2a2vq) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/caz2a2vq/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/esfinn')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.013228191994130611,
0.12387900799512863,
-0.009830038994550705,
0.05990021303296089,
0.1679782271385193,
-0.009727155789732933,
-0.03849520534276962,
0.02463577128946781,
0.07856079190969467,
-0.05974191054701805,
0.0018483827589079738,
0.07010389864444733,
0.02054707147181034,
-0.030821705237030983,
-0.008656859397888184,
0.04067770019173622,
-0.08355793356895447,
-0.0333993025124073,
-0.06141669675707817,
0.016116902232170105,
-0.08060716092586517,
-0.09040428698062897,
0.08179270476102829,
-0.03764968365430832,
-0.04112883657217026,
0.07182111591100693,
-0.006831862032413483,
0.055490780621767044,
-0.008152426220476627,
-0.02093692496418953,
-0.04637178033590317,
0.02569711208343506,
0.05341615900397301,
0.02850494533777237,
-0.033443186432123184,
0.022749166935682297,
-0.02120576798915863,
0.024583153426647186,
-0.061518777161836624,
0.00962838251143694,
-0.011268969625234604,
-0.102188341319561,
0.053867001086473465,
0.04504053667187691,
-0.027226213365793228,
-0.027276359498500824,
-0.01649574749171734,
-0.01314648985862732,
-0.05825657770037651,
0.033095307648181915,
-0.05837318301200867,
-0.06070870906114578,
0.0007118452922441065,
-0.0009035269031301141,
0.008959334343671799,
0.06688253581523895,
0.02493995800614357,
-0.040493760257959366,
0.0789450854063034,
-0.02762792445719242,
0.10749533027410507,
0.09408743679523468,
0.08173684030771255,
0.003014639485627413,
0.008277987129986286,
-0.01841321587562561,
-0.06284571439027786,
0.04155009612441063,
-0.03770669549703598,
-0.010485277511179447,
0.029943197965621948,
0.0015295390039682388,
-0.017241859808564186,
-0.04513917118310928,
0.06562916189432144,
-0.043162424117326736,
-0.01646551303565502,
0.027022169902920723,
-0.015345355495810509,
0.060492824763059616,
0.03375207260251045,
-0.06772908568382263,
0.00890143122524023,
-0.03482093662023544,
0.053201109170913696,
0.036233894526958466,
0.00449618324637413,
-0.1031506359577179,
-0.029759399592876434,
0.0218045637011528,
-0.01595599390566349,
-0.0295772273093462,
-0.012237072922289371,
0.04413900524377823,
-0.051768749952316284,
0.036882951855659485,
-0.06652047485113144,
-0.15269829332828522,
-0.11396671831607819,
0.06459671258926392,
0.0063927811570465565,
-0.05074366554617882,
0.07349752634763718,
0.035526737570762634,
0.017918184399604797,
-0.03770662844181061,
-0.029545634984970093,
0.011968830600380898,
-0.006963866297155619,
-0.011316485702991486,
0.034787703305482864,
-0.048729609698057175,
-0.09996747970581055,
0.02192976139485836,
-0.030980175361037254,
-0.09230408817529678,
-0.008482865989208221,
0.037638530135154724,
0.09216204285621643,
-0.01811591349542141,
0.05793396010994911,
0.13819104433059692,
-0.02645474672317505,
-0.09457280486822128,
0.006685733795166016,
0.023048952221870422,
-0.05337065830826759,
1.1005496799280556e-32,
0.06266026943922043,
0.0026446732226759195,
-0.059950340539216995,
0.049498300999403,
0.11455006152391434,
0.0024247504770755768,
-0.02249387837946415,
-0.03543882071971893,
-0.09138893336057663,
-0.0040056416764855385,
0.06157480180263519,
0.029688818380236626,
0.01142571959644556,
0.005581256467849016,
0.00668591121211648,
-0.0907316729426384,
-0.014022883027791977,
-0.000884778331965208,
-0.026144443079829216,
0.015738772228360176,
-0.11153364181518555,
0.044607583433389664,
-0.04072493687272072,
-0.06748120486736298,
-0.052836738526821136,
0.01832662895321846,
0.07380218058824539,
-0.047971636056900024,
-0.013992667198181152,
-0.002942494349554181,
-0.04343915730714798,
-0.00832484569400549,
0.06078061833977699,
-0.056290872395038605,
0.04613731801509857,
0.009926700964570045,
0.005917148664593697,
-0.07960204780101776,
-0.0026062773540616035,
0.04493143782019615,
-0.03234108164906502,
-0.05116916820406914,
0.05096830055117607,
-0.03446315973997116,
-0.05091015249490738,
0.0836729109287262,
0.13668093085289001,
0.01905854232609272,
-0.041710127145051956,
-0.04563044384121895,
-0.03198948875069618,
-0.0068463715724647045,
-0.05294506996870041,
-0.1068919450044632,
-0.007961953058838844,
-0.08480317145586014,
0.009115483611822128,
0.012353535741567612,
0.04070844501256943,
-0.03534727543592453,
-0.0016523642698302865,
-0.056983835995197296,
0.03667418658733368,
-0.08841211348772049,
0.027605315670371056,
0.03850775212049484,
-0.08446206897497177,
-0.0333603136241436,
0.04059161990880966,
-0.0436570905148983,
-0.031544532626867294,
-0.003356961300596595,
0.10584977269172668,
-0.041438013315200806,
-0.0423738956451416,
0.03664315491914749,
-0.020114120095968246,
-0.053199056535959244,
-0.0362217016518116,
0.02211279422044754,
-0.04259142279624939,
0.0017087807646021247,
0.02750202640891075,
0.009423374198377132,
-0.020221073180437088,
-0.012924670241773129,
-0.020702287554740906,
-0.053655583411455154,
0.016192618757486343,
0.007909211330115795,
-0.11303634941577911,
-0.0014027603901922703,
0.042159534990787506,
-0.08338866382837296,
-0.08129557222127914,
-1.147179263304871e-32,
0.04697466269135475,
0.015691373497247696,
-0.012012009508907795,
0.049259014427661896,
0.09304268658161163,
0.056319478899240494,
0.051854655146598816,
0.05577632784843445,
0.017153063789010048,
0.004044817294925451,
0.05730701982975006,
-0.03289160877466202,
-0.08890222758054733,
-0.045026745647192,
0.019699621945619583,
0.029084276407957077,
0.0707177221775055,
-0.027049470692873,
-0.03903362154960632,
0.037222571671009064,
0.017592381685972214,
0.03953130915760994,
-0.02030204050242901,
0.08982907235622406,
-0.06712815165519714,
-0.01413344219326973,
0.08576676994562149,
-0.005762016866356134,
-0.008894829079508781,
0.01095749344676733,
-0.05110808089375496,
-0.09363382309675217,
-0.0233527272939682,
0.06650747358798981,
0.05329767242074013,
0.005627106409519911,
-0.06822355091571808,
-0.05098053812980652,
-0.03574998304247856,
-0.04384860396385193,
0.025784160941839218,
-0.08672123402357101,
-0.07040558010339737,
-0.011479240842163563,
0.032186564058065414,
-0.03883485496044159,
0.03628852963447571,
-0.02009330317378044,
0.006834817584604025,
0.05092780664563179,
0.03373408317565918,
0.04460956156253815,
-0.023131974041461945,
-0.01856839843094349,
-0.029337067157030106,
-0.07920492440462112,
-0.046664584428071976,
0.03590916842222214,
0.013428264297544956,
0.030650664120912552,
0.03236616030335426,
0.024493902921676636,
-0.01773591712117195,
0.013103852048516273,
0.0659543052315712,
0.045206695795059204,
-0.07511148601770401,
0.04035089537501335,
-0.061175260692834854,
0.001725270296446979,
0.021471327170729637,
0.060532860457897186,
0.0457066148519516,
-0.0045583490282297134,
0.036460865288972855,
-0.021755492314696312,
0.09393079578876495,
-0.0018507654312998056,
0.08116170763969421,
0.004435921087861061,
-0.07994706183671951,
-0.05072896182537079,
-0.0398293137550354,
-0.003212125739082694,
-0.058549582958221436,
-0.003322145901620388,
-0.02534225396811962,
0.0977984145283699,
-0.024882135912775993,
-0.04379703477025032,
-0.04119051247835159,
0.07748151570558548,
0.06071960926055908,
0.028348419815301895,
0.06580319255590439,
-6.689186449193585e-8,
-0.05563458800315857,
-0.09297493100166321,
-0.010428969748318195,
0.01925121620297432,
-0.04492102563381195,
0.03470028564333916,
0.03166482225060463,
-0.15163739025592804,
-0.020786000415682793,
-0.051971178501844406,
0.04263680800795555,
0.019865620881319046,
-0.06725377589464188,
0.023219214752316475,
-0.03429332748055458,
0.011142275296151638,
-0.10705259442329407,
0.07047147303819656,
-0.005888631101697683,
-0.05898221954703331,
-0.0025395338889211416,
0.03452327847480774,
0.019775791093707085,
-0.007962868548929691,
0.003406293923035264,
0.0490683913230896,
-0.11965226382017136,
0.004591359291225672,
0.006620426662266254,
0.007456716615706682,
0.04356779530644417,
-0.060240037739276886,
0.034148894250392914,
-0.056465353816747665,
-0.006017019040882587,
-0.06730877608060837,
-0.02916310913860798,
-0.03512730821967125,
0.02988441474735737,
0.030245017260313034,
0.04846416041254997,
0.01799989864230156,
0.07181140780448914,
0.0500507615506649,
-0.019094694405794144,
0.005543604027479887,
0.05261271446943283,
-0.02315865270793438,
0.0320298932492733,
0.03773113340139389,
-0.02464456297457218,
-0.07239165902137756,
0.005481785628944635,
0.028221001848578453,
0.07027212530374527,
-0.01654476299881935,
0.0031123969238251448,
0.06703697144985199,
-0.0299100112169981,
0.0744633898139,
0.051170025020837784,
0.04842464625835419,
-0.006126413121819496,
0.0611201710999012
] |
huggingtweets/gaytimes-grindr | af7c10e1efdfccba41b7e857947b478ffda2a045 | 2022-06-02T12:50:16.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/gaytimes-grindr | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/gaytimes-grindr/1654174210818/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1531896348416483329/bPsiy7hP_400x400.jpg')">
</div>
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1456594968383041538/Ab0hl5Xl_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI CYBORG π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Grindr & GAY TIMES</div>
<div style="text-align: center; font-size: 14px;">@gaytimes-grindr</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Grindr & GAY TIMES.
| Data | Grindr | GAY TIMES |
| --- | --- | --- |
| Tweets downloaded | 3237 | 3250 |
| Retweets | 149 | 239 |
| Short tweets | 749 | 32 |
| Tweets kept | 2339 | 2979 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/10mzbkyr/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @gaytimes-grindr's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/k5enwplb) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/k5enwplb/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/gaytimes-grindr')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.019114704802632332,
0.10993386059999466,
-0.009319588541984558,
0.05032937601208687,
0.17723794281482697,
-0.010433792136609554,
-0.042176712304353714,
0.0335824117064476,
0.06996127218008041,
-0.05621901899576187,
0.0006941200117580593,
0.06776254624128342,
0.015563213266432285,
-0.02453860454261303,
-0.0007658309768885374,
0.03822442889213562,
-0.08811768144369125,
-0.03458271920681,
-0.06132287532091141,
0.007947784848511219,
-0.077305868268013,
-0.10173935443162918,
0.08184099197387695,
-0.0498478002846241,
-0.04718220606446266,
0.07332561910152435,
-0.003737871767953038,
0.06375164538621902,
-0.01567055843770504,
-0.01997871696949005,
-0.03539004921913147,
0.03894401341676712,
0.05497794598340988,
0.03581628203392029,
-0.04357917234301567,
0.03337438032031059,
-0.027369333431124687,
0.017900362610816956,
-0.04631089046597481,
0.015825672075152397,
-0.015574244782328606,
-0.10361605137586594,
0.05882259085774422,
0.04071292281150818,
-0.027966726571321487,
-0.03868578374385834,
-0.004183024633675814,
-0.008373363874852657,
-0.04694994539022446,
0.03841105103492737,
-0.06419502198696136,
-0.06174338608980179,
0.011931170709431171,
-0.008046656847000122,
0.016414247453212738,
0.06454487144947052,
0.030298972502350807,
-0.05356317013502121,
0.08590025454759598,
-0.019993407651782036,
0.10565653443336487,
0.08158382028341293,
0.07589863240718842,
0.003027276834473014,
0.003666539443656802,
-0.024854831397533417,
-0.058934278786182404,
0.042216770350933075,
-0.02988049015402794,
-0.012656020931899548,
0.03464341163635254,
-0.002254002494737506,
-0.025499222800135612,
-0.043971817940473557,
0.05621671676635742,
-0.038098473101854324,
-0.020669393241405487,
0.02481413446366787,
-0.02476312220096588,
0.04643014445900917,
0.032982829958200455,
-0.06012186035513878,
0.017388802021741867,
-0.032980043441057205,
0.05770197510719299,
0.03064769133925438,
0.0075782956555485725,
-0.1029231920838356,
-0.025638286024332047,
0.022522974759340286,
-0.019882457330822945,
-0.03086688555777073,
-0.005335636902600527,
0.04602069407701492,
-0.043571583926677704,
0.03520756587386131,
-0.04651016369462013,
-0.15951159596443176,
-0.12211570888757706,
0.0639355406165123,
0.00036142903263680637,
-0.05715302750468254,
0.060848407447338104,
0.015269598923623562,
0.017695048823952675,
-0.04153271019458771,
-0.033416394144296646,
0.021535538136959076,
-0.010685060173273087,
-0.017870312556624413,
0.05242769047617912,
-0.03874383866786957,
-0.1046917662024498,
0.02554670348763466,
-0.024098234251141548,
-0.10487958788871765,
-0.020824065431952477,
0.03287065029144287,
0.09167692810297012,
-0.022535528987646103,
0.04924549162387848,
0.15508216619491577,
-0.038860708475112915,
-0.10013196617364883,
0.013086820021271706,
0.0259650070220232,
-0.04878497123718262,
1.0488040512628739e-32,
0.06284602731466293,
0.006954468786716461,
-0.06374707818031311,
0.050091031938791275,
0.1236424520611763,
-0.00953528843820095,
-0.01045606192201376,
-0.03454393148422241,
-0.09781872481107712,
-0.009612900204956532,
0.06520690768957138,
0.024762267246842384,
-0.000942479120567441,
0.017353303730487823,
-0.0026237505953758955,
-0.09989738464355469,
-0.021163783967494965,
-0.00552717037498951,
-0.02676582895219326,
0.01703096553683281,
-0.113156758248806,
0.04877325892448425,
-0.03552800416946411,
-0.06828076392412186,
-0.05727928504347801,
0.02140314131975174,
0.07944785803556442,
-0.04779253154993057,
0.0035090860910713673,
0.004539006389677525,
-0.045938245952129364,
-0.0131795983761549,
0.06692487001419067,
-0.05278385430574417,
0.042533066123723984,
0.007560277823358774,
0.008888278156518936,
-0.08022485673427582,
-0.009809466078877449,
0.04399111121892929,
-0.03190895915031433,
-0.05138014629483223,
0.05112485587596893,
-0.041177745908498764,
-0.057961173355579376,
0.08906947076320648,
0.1268717646598816,
0.022347107529640198,
-0.022758010774850845,
-0.040658049285411835,
-0.03428959473967552,
-0.008136431686580181,
-0.039658308029174805,
-0.10186278820037842,
-0.0038036510813981295,
-0.082451730966568,
0.005980304908007383,
0.020991189405322075,
0.045842137187719345,
-0.03394821286201477,
-0.0009436667314730585,
-0.0602324977517128,
0.03314065933227539,
-0.07982563227415085,
0.038861606270074844,
0.04002336785197258,
-0.08181752264499664,
-0.0321081280708313,
0.05231352895498276,
-0.0282786563038826,
-0.024834951385855675,
0.004056211095303297,
0.10069187730550766,
-0.03149474039673805,
-0.03160060942173004,
0.03706565871834755,
-0.021623004227876663,
-0.049419451504945755,
-0.033164456486701965,
0.0243125781416893,
-0.06844191253185272,
0.003758304985240102,
0.018753303214907646,
-0.003949500620365143,
-0.029517577961087227,
-0.00518778944388032,
-0.004680208396166563,
-0.050981245934963226,
0.018210571259260178,
-0.003212560433894396,
-0.110017791390419,
-0.0098025593906641,
0.037678636610507965,
-0.08839982748031616,
-0.07759682089090347,
-1.1292295380362116e-32,
0.04492216929793358,
0.008233370259404182,
-0.007922456599771976,
0.05633462592959404,
0.09179078042507172,
0.05098796263337135,
0.047580257058143616,
0.058381833136081696,
0.004857574589550495,
0.0034116460010409355,
0.045706771314144135,
-0.02246457152068615,
-0.08738437294960022,
-0.04655370116233826,
0.009318345226347446,
0.009828140027821064,
0.06142093613743782,
-0.03475659340620041,
-0.026457397267222404,
0.02681969478726387,
0.007816862314939499,
0.03085002861917019,
-0.018687916919589043,
0.0962250754237175,
-0.05580649897456169,
-0.009097391739487648,
0.07522366940975189,
-0.011908409185707569,
-0.018036773428320885,
0.016629915684461594,
-0.05742689222097397,
-0.08842149376869202,
-0.015131589025259018,
0.07201708853244781,
0.04930083453655243,
0.0008585755131207407,
-0.06037048622965813,
-0.04725699499249458,
-0.03151636943221092,
-0.036736633628606796,
0.011859558522701263,
-0.10121449083089828,
-0.0656082034111023,
-0.0014070591423660517,
0.027533506974577904,
-0.045410607010126114,
0.03857949748635292,
-0.010607777163386345,
0.009658543393015862,
0.053837891668081284,
0.037888895720243454,
0.04647504910826683,
-0.026757128536701202,
-0.018928367644548416,
-0.026173168793320656,
-0.09169446676969528,
-0.05296783521771431,
0.01601453870534897,
0.010961656458675861,
0.024277472868561745,
0.016315868124365807,
0.021040556952357292,
-0.019022097811102867,
0.02144768089056015,
0.06707914173603058,
0.03027968481183052,
-0.07671806216239929,
0.03253729268908501,
-0.06170643866062164,
0.0047624604776501656,
0.03368232399225235,
0.0695107951760292,
0.041453827172517776,
-0.009078774601221085,
0.04825117439031601,
-0.02222246490418911,
0.09040490537881851,
0.015750695019960403,
0.07617266476154327,
0.003997727297246456,
-0.07903680950403214,
-0.05142482742667198,
-0.04002779349684715,
0.004375739488750696,
-0.047189388424158096,
-0.007419826928526163,
-0.015949545428156853,
0.0982077419757843,
-0.01329070795327425,
-0.04290958121418953,
-0.03496422618627548,
0.07927820086479187,
0.050767216831445694,
0.038129907101392746,
0.07152079790830612,
-6.778298455856202e-8,
-0.05619380995631218,
-0.07285455614328384,
-0.01967674493789673,
0.013844327069818974,
-0.03810100629925728,
0.03229323774576187,
0.031085148453712463,
-0.15141752362251282,
-0.02013293094933033,
-0.04868212342262268,
0.03392120450735092,
0.01901542767882347,
-0.07845936715602875,
0.03312971070408821,
-0.040251366794109344,
0.012792056426405907,
-0.10274214297533035,
0.09431318193674088,
-0.001419305452145636,
-0.05758483707904816,
-0.0005404520779848099,
0.033434491604566574,
0.024902179837226868,
-0.01713644340634346,
-0.011508665978908539,
0.06237202510237694,
-0.12097154557704926,
0.00365047506056726,
0.0044404007494449615,
-0.0007828384405001998,
0.04705928638577461,
-0.06295455992221832,
0.027717160061001778,
-0.05187596380710602,
-0.009871474467217922,
-0.06857044994831085,
-0.03213643282651901,
-0.031092092394828796,
0.028712404891848564,
0.026308797299861908,
0.037519436329603195,
0.010919278487563133,
0.06706106662750244,
0.038341909646987915,
-0.02875860407948494,
0.010763752274215221,
0.038098689168691635,
-0.0069816200993955135,
0.035991013050079346,
0.031339116394519806,
-0.027621684595942497,
-0.08348553627729416,
0.007296066731214523,
0.02882697805762291,
0.07756627351045609,
-0.00625313725322485,
-0.009043101221323013,
0.06607688218355179,
-0.019350849092006683,
0.07386378198862076,
0.036288924515247345,
0.056331973522901535,
-0.0065636360086500645,
0.057746659964323044
] |
huggingtweets/eurunuela | 6423356e88cddf05cc2b5c74f3b08ab95006ffeb | 2022-06-02T12:50:57.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/eurunuela | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/eurunuela/1654174252782/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1476203864063893505/j7Ep0Muv_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI BOT π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Eneko UruΓ±uela</div>
<div style="text-align: center; font-size: 14px;">@eurunuela</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Eneko UruΓ±uela.
| Data | Eneko UruΓ±uela |
| --- | --- |
| Tweets downloaded | 1267 |
| Retweets | 241 |
| Short tweets | 42 |
| Tweets kept | 984 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/3fhgg7tg/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @eurunuela's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/2ndd7uaz) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/2ndd7uaz/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/eurunuela')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.00718495761975646,
0.12350677698850632,
-0.005928867496550083,
0.0525004081428051,
0.17236727476119995,
-0.019464727491140366,
-0.03992120549082756,
0.019842863082885742,
0.07496215403079987,
-0.055142875760793686,
-0.0030250067356973886,
0.06795869022607803,
0.02012006752192974,
-0.031615063548088074,
-0.00596667779609561,
0.0360039658844471,
-0.0914919450879097,
-0.03095337003469467,
-0.060471002012491226,
0.02626664936542511,
-0.08213422447443008,
-0.0975552424788475,
0.07923417538404465,
-0.04443810135126114,
-0.042164575308561325,
0.07482147216796875,
-0.006483698729425669,
0.05365845188498497,
-0.013498128391802311,
-0.021228766068816185,
-0.04308876022696495,
0.03690621629357338,
0.050764262676239014,
0.036543913185596466,
-0.02428445778787136,
0.012848145328462124,
-0.02765737660229206,
0.02285144105553627,
-0.06078756973147392,
0.006128710228949785,
-0.01827334053814411,
-0.10382992774248123,
0.044917136430740356,
0.04141692444682121,
-0.03380396589636803,
-0.028172461315989494,
-0.019171899184584618,
-0.004211613442748785,
-0.05572829768061638,
0.02582944929599762,
-0.05558522790670395,
-0.04982374235987663,
0.00202560075558722,
-0.00454648258164525,
0.014368698932230473,
0.06529657542705536,
0.02501903846859932,
-0.04766473174095154,
0.08291274309158325,
-0.027543820440769196,
0.10795310139656067,
0.08339183777570724,
0.0823260173201561,
0.0014968225732445717,
0.005007387604564428,
-0.017598280683159828,
-0.07158887386322021,
0.03509359061717987,
-0.025831198319792747,
-0.0219294223934412,
0.029519006609916687,
-0.005251177120953798,
-0.027306469157338142,
-0.045503050088882446,
0.07131177932024002,
-0.04504099488258362,
-0.014524852856993675,
0.024154456332325935,
-0.01873624511063099,
0.05221813544631004,
0.033622030168771744,
-0.0650988444685936,
0.006520126014947891,
-0.027397219091653824,
0.051218222826719284,
0.03864751756191254,
0.012598391622304916,
-0.10237959027290344,
-0.0196174718439579,
0.02087736316025257,
-0.015207887627184391,
-0.02209806628525257,
-0.015563488937914371,
0.04404156282544136,
-0.04106776416301727,
0.024625111371278763,
-0.04981006681919098,
-0.149511456489563,
-0.11594127118587494,
0.06292504072189331,
0.00862512644380331,
-0.0563291534781456,
0.07040946930646896,
0.01963798888027668,
0.013810637407004833,
-0.03575718775391579,
-0.027391554787755013,
0.010578418150544167,
-0.01294651348143816,
-0.012963766232132912,
0.03943328559398651,
-0.0492255836725235,
-0.10471611469984055,
0.022496070712804794,
-0.026728779077529907,
-0.10061294585466385,
-0.00860346108675003,
0.04670266434550285,
0.0850776880979538,
-0.02448088675737381,
0.05160494148731232,
0.14453062415122986,
-0.03591882064938545,
-0.09591689705848694,
0.000516471394803375,
0.025766173377633095,
-0.05731438845396042,
1.1272567646419441e-32,
0.05721573531627655,
0.004942120518535376,
-0.06284181773662567,
0.04906073585152626,
0.1273408979177475,
-0.008896221406757832,
-0.002766865072771907,
-0.029621273279190063,
-0.08990304917097092,
-0.003952673636376858,
0.07244636118412018,
0.031511373817920685,
0.0032765616197139025,
0.016402609646320343,
0.0003061019233427942,
-0.09264817833900452,
-0.015855181962251663,
-0.0030310298316180706,
-0.030277524143457413,
0.03049089014530182,
-0.10862569510936737,
0.04783139377832413,
-0.03749866038560867,
-0.06425175070762634,
-0.05113145336508751,
0.020214438438415527,
0.06777497380971909,
-0.045611537992954254,
0.005598627496510744,
0.00727724377065897,
-0.04226330295205116,
-0.019242171198129654,
0.059355054050683975,
-0.0505460649728775,
0.04632686451077461,
0.017288127914071083,
0.01615508645772934,
-0.07695518434047699,
-0.019362980499863625,
0.03929882496595383,
-0.036885809153318405,
-0.04424392431974411,
0.0470941923558712,
-0.027689572423696518,
-0.05758499354124069,
0.08344022184610367,
0.14522197842597961,
0.02166380174458027,
-0.029891300946474075,
-0.04857481271028519,
-0.03390826657414436,
-0.010586113668978214,
-0.04696865379810333,
-0.11252224445343018,
-0.01562517136335373,
-0.08947144448757172,
0.010921823792159557,
0.013947413302958012,
0.04411982744932175,
-0.03601401671767235,
-0.00055202521616593,
-0.06560762226581573,
0.026956357061862946,
-0.07957561314105988,
0.04229292646050453,
0.03667248412966728,
-0.0904746949672699,
-0.03393019363284111,
0.04354063794016838,
-0.03728965297341347,
-0.03863585740327835,
0.0030174918938428164,
0.11589235812425613,
-0.031690433621406555,
-0.047620877623558044,
0.03632761165499687,
-0.019302332773804665,
-0.0493188239634037,
-0.034962479025125504,
0.027268750593066216,
-0.058659326285123825,
0.017791086807847023,
0.025143513455986977,
0.0016196800861507654,
-0.01795380376279354,
-0.0050497474148869514,
-0.013242850080132484,
-0.05443586781620979,
0.011651608161628246,
-0.004419466480612755,
-0.10758161544799805,
-0.013424343429505825,
0.044350516051054,
-0.08739738166332245,
-0.0790366381406784,
-1.1971147776065803e-32,
0.052922457456588745,
-0.0015220431378111243,
-0.006499479990452528,
0.052225593477487564,
0.09776785969734192,
0.05022897943854332,
0.05258185788989067,
0.05542851239442825,
0.01142591331154108,
0.0025260192342102528,
0.0457613505423069,
-0.02666567452251911,
-0.08220786601305008,
-0.028290752321481705,
0.01770937629044056,
0.027503183111548424,
0.06748630851507187,
-0.023815585300326347,
-0.034517694264650345,
0.04184648394584656,
0.011846821755170822,
0.0428704172372818,
-0.011245516128838062,
0.09055817872285843,
-0.07460357993841171,
-0.00889645703136921,
0.07294970005750656,
-0.014803634956479073,
-0.017255021259188652,
0.01093579176813364,
-0.056695811450481415,
-0.08675039559602737,
-0.023971008136868477,
0.060792479664087296,
0.05587933212518692,
0.004493304528295994,
-0.06932108849287033,
-0.04550250247120857,
-0.031831782311201096,
-0.04889272153377533,
0.004330555908381939,
-0.09734060615301132,
-0.05943118780851364,
-0.012970970012247562,
0.03996263071894646,
-0.045201852917671204,
0.04089680314064026,
-0.012421365827322006,
-0.0006391559145413339,
0.0507783517241478,
0.04155389592051506,
0.04446430504322052,
-0.025675131008028984,
-0.01944907195866108,
-0.019255492836236954,
-0.08138870447874069,
-0.0541766993701458,
0.03136397525668144,
0.02241963893175125,
0.03175932541489601,
0.034398358315229416,
0.02953150123357773,
-0.02401193603873253,
0.014556699432432652,
0.06376459449529648,
0.05378115549683571,
-0.06990667432546616,
0.041182857006788254,
-0.06409039348363876,
-0.0012522105826064944,
0.02327338047325611,
0.062464579939842224,
0.03479871526360512,
-0.011303666047751904,
0.035905659198760986,
-0.02466566488146782,
0.08791976422071457,
-0.004399673547595739,
0.08415744453668594,
0.006221626419574022,
-0.08705218136310577,
-0.05318231135606766,
-0.04859381541609764,
0.008036257699131966,
-0.05059197172522545,
-0.009696024470031261,
-0.02862575463950634,
0.09439995139837265,
-0.0279310904443264,
-0.03535642474889755,
-0.03937213122844696,
0.08148591220378876,
0.0559823177754879,
0.0434303916990757,
0.0678132101893425,
-6.738851254795009e-8,
-0.04812898486852646,
-0.08168650418519974,
-0.013513721525669098,
0.012052685022354126,
-0.034000370651483536,
0.032803475856781006,
0.029114922508597374,
-0.15497715771198273,
-0.016329335048794746,
-0.05874338373541832,
0.03712429478764534,
0.01235275436192751,
-0.071822389960289,
0.031581856310367584,
-0.03688657656311989,
0.011280414648354053,
-0.1020197719335556,
0.08594654500484467,
-0.008429283276200294,
-0.06567768007516861,
-0.0025570718571543694,
0.036767978221178055,
0.02458038739860058,
-0.024928122758865356,
-0.0005739430198445916,
0.04922472685575485,
-0.11180881410837173,
-0.0012401631101965904,
0.0026780753396451473,
-0.004852072801440954,
0.04389592632651329,
-0.05855097994208336,
0.029829131439328194,
-0.054876722395420074,
-0.004089525900781155,
-0.06878537684679031,
-0.03219175338745117,
-0.02966257743537426,
0.019740784540772438,
0.018104108050465584,
0.05277741700410843,
0.010768079198896885,
0.07395882159471512,
0.04533737897872925,
-0.03268953412771225,
0.0030523263849318027,
0.0376863069832325,
-0.01146412082016468,
0.030077537521719933,
0.042992349714040756,
-0.020855367183685303,
-0.0754690170288086,
0.008728704415261745,
0.03039751946926117,
0.06759703904390335,
-0.01113054994493723,
-0.006408906541764736,
0.05702218413352966,
-0.0179151464253664,
0.06818501651287079,
0.044437360018491745,
0.056937672197818756,
-0.004456608556210995,
0.0634130984544754
] |
huggingtweets/claregrall | db9593a8c6a7d951570ae5b5016d393e657a4ba9 | 2022-06-02T13:17:25.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/claregrall | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/claregrall/1654175841134/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1197255800114339842/9ptyNMcO_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI BOT π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Clare Grall</div>
<div style="text-align: center; font-size: 14px;">@claregrall</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Clare Grall.
| Data | Clare Grall |
| --- | --- |
| Tweets downloaded | 873 |
| Retweets | 176 |
| Short tweets | 51 |
| Tweets kept | 646 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/3fu0nxex/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @claregrall's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/2yox9655) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/2yox9655/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/claregrall')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.012596745043992996,
0.12026513367891312,
-0.007651941850781441,
0.059605177491903305,
0.16551145911216736,
-0.010066810995340347,
-0.03733755275607109,
0.02470051497220993,
0.0809013620018959,
-0.0607176274061203,
0.001187382498756051,
0.06930842995643616,
0.019663872197270393,
-0.03008035570383072,
-0.00881983432918787,
0.040940459817647934,
-0.08210117369890213,
-0.03150442615151405,
-0.06428665667772293,
0.019607260823249817,
-0.08014747500419617,
-0.09072007238864899,
0.08141561597585678,
-0.03619075194001198,
-0.04053996130824089,
0.06997521221637726,
-0.007279452867805958,
0.05255160480737686,
-0.00820242241024971,
-0.018685562536120415,
-0.0491013377904892,
0.027551595121622086,
0.0527876652777195,
0.029248414561152458,
-0.032700315117836,
0.023708133026957512,
-0.01989877223968506,
0.023557987064123154,
-0.059534598141908646,
0.008123756386339664,
-0.012812095694243908,
-0.1035083532333374,
0.0544290766119957,
0.04753579944372177,
-0.026463082060217857,
-0.026981262490153313,
-0.013325171545147896,
-0.011661229655146599,
-0.05875333398580551,
0.031947702169418335,
-0.05807298794388771,
-0.058835871517658234,
-0.0019223536364734173,
-0.00003267650754423812,
0.006787919905036688,
0.06633400171995163,
0.02561839297413826,
-0.04279124736785889,
0.0787162333726883,
-0.026403430849313736,
0.10495313256978989,
0.0961022898554802,
0.08489066362380981,
0.005414939485490322,
0.008844415657222271,
-0.017942538484930992,
-0.062191642820835114,
0.04297599568963051,
-0.04000942036509514,
-0.009497759863734245,
0.03127971291542053,
0.0014512228081002831,
-0.015907196328043938,
-0.04365525767207146,
0.06522634625434875,
-0.042890701442956924,
-0.014849033206701279,
0.025580670684576035,
-0.013531820848584175,
0.06026801839470863,
0.03204689547419548,
-0.06806010007858276,
0.0075311302207410336,
-0.034281350672245026,
0.051688846200704575,
0.03718498721718788,
0.004992456641048193,
-0.10468874871730804,
-0.029843352735042572,
0.023448817431926727,
-0.017230207100510597,
-0.027251165360212326,
-0.010286488570272923,
0.041428398340940475,
-0.05284078046679497,
0.0342227928340435,
-0.06562371551990509,
-0.15085838735103607,
-0.11724869906902313,
0.06449877470731735,
0.007904109545052052,
-0.04919090121984482,
0.07441836595535278,
0.03505031019449234,
0.01958751678466797,
-0.03844447806477547,
-0.030267369002103806,
0.009256236255168915,
-0.0077074854634702206,
-0.01241906639188528,
0.03243390843272209,
-0.05019218847155571,
-0.0989956483244896,
0.023070303723216057,
-0.029586048796772957,
-0.09276297688484192,
-0.009583953768014908,
0.03948464244604111,
0.0941721573472023,
-0.016303371638059616,
0.056459128856658936,
0.13742943108081818,
-0.025115378201007843,
-0.09471041709184647,
0.004600163083523512,
0.023945434018969536,
-0.052773382514715195,
1.0775916875093209e-32,
0.06321067363023758,
0.004375949967652559,
-0.05633794888854027,
0.05208457261323929,
0.11585980653762817,
0.0014632289530709386,
-0.02462409995496273,
-0.03457755595445633,
-0.09385448694229126,
-0.0028273724019527435,
0.060310930013656616,
0.029944827780127525,
0.009913313202559948,
0.007226190529763699,
0.009327449835836887,
-0.09063994884490967,
-0.014844566583633423,
-0.0007579390658065677,
-0.02640078030526638,
0.01879538968205452,
-0.11199349164962769,
0.044561728835105896,
-0.040044814348220825,
-0.06582008302211761,
-0.05422471463680267,
0.019397404044866562,
0.07417599111795425,
-0.04869341477751732,
-0.014185972511768341,
-0.0017897728830575943,
-0.0469856858253479,
-0.006526276934891939,
0.060553520917892456,
-0.05810799449682236,
0.04639773815870285,
0.006831159815192223,
0.007709664758294821,
-0.08304492384195328,
-0.003859334858134389,
0.04486508294939995,
-0.036123521625995636,
-0.04970310255885124,
0.05025056377053261,
-0.03509197756648064,
-0.052579719573259354,
0.08052977174520493,
0.13721142709255219,
0.02220393344759941,
-0.04136793315410614,
-0.04730973392724991,
-0.03259377181529999,
-0.006713266484439373,
-0.05178987234830856,
-0.10664660483598709,
-0.007928012870252132,
-0.08950845897197723,
0.01038296241313219,
0.012429342605173588,
0.03943268209695816,
-0.03329161927103996,
-0.0037715036887675524,
-0.05921630561351776,
0.03794756159186363,
-0.08913835883140564,
0.02686391957104206,
0.03852617368102074,
-0.0872504934668541,
-0.033727921545505524,
0.03907878324389458,
-0.045192569494247437,
-0.032138507813215256,
-0.0037562502548098564,
0.10306157916784286,
-0.039722900837659836,
-0.04192251339554787,
0.03643288090825081,
-0.016337823122739792,
-0.055183447897434235,
-0.036610618233680725,
0.019435368478298187,
-0.041247520595788956,
0.001969214528799057,
0.027419326826930046,
0.01047566719353199,
-0.019473057240247726,
-0.012181686237454414,
-0.022910023108124733,
-0.054956305772066116,
0.010809932835400105,
0.00837018433958292,
-0.11293302476406097,
-0.003956236410886049,
0.04327593371272087,
-0.08310883492231369,
-0.08242114633321762,
-1.1369753111241612e-32,
0.048576366156339645,
0.013058731332421303,
-0.011779867112636566,
0.048221975564956665,
0.09549646824598312,
0.05483771860599518,
0.049464404582977295,
0.056822873651981354,
0.019597921520471573,
0.005047999322414398,
0.05799517780542374,
-0.03220434859395027,
-0.08788390457630157,
-0.044918209314346313,
0.020891990512609482,
0.027066832408308983,
0.07371284067630768,
-0.027449877932667732,
-0.03743987902998924,
0.03808976709842682,
0.01920420490205288,
0.03871536627411842,
-0.01981903798878193,
0.090814009308815,
-0.06605351716279984,
-0.01313211303204298,
0.08074633777141571,
-0.0061269598081707954,
-0.006386954803019762,
0.011613449081778526,
-0.05155543237924576,
-0.09395600110292435,
-0.024418525397777557,
0.06576816737651825,
0.05343686789274216,
0.006187876220792532,
-0.07083629816770554,
-0.04942019283771515,
-0.03628827631473541,
-0.04298313707113266,
0.027579018846154213,
-0.08713757246732712,
-0.06963040679693222,
-0.010250447317957878,
0.03448287770152092,
-0.03839372098445892,
0.03287333995103836,
-0.020519167184829712,
0.00691996468231082,
0.053378794342279434,
0.033393070101737976,
0.044767092913389206,
-0.024787865579128265,
-0.017957201227545738,
-0.028810348361730576,
-0.08131841570138931,
-0.045379068702459335,
0.033677615225315094,
0.012512175366282463,
0.02964753471314907,
0.02956499345600605,
0.022004684433341026,
-0.01924482174217701,
0.012283656746149063,
0.06270252168178558,
0.04847732558846474,
-0.07292979955673218,
0.04200731962919235,
-0.06324286013841629,
-0.001479333732277155,
0.024736836552619934,
0.057531263679265976,
0.04289144277572632,
-0.004492294043302536,
0.03610173985362053,
-0.021138783544301987,
0.09025714546442032,
-0.004329397808760405,
0.07893713563680649,
0.005218718200922012,
-0.08080838620662689,
-0.05180063098669052,
-0.03783431649208069,
-0.0025619773659855127,
-0.059941716492176056,
-0.004008843097835779,
-0.02468200959265232,
0.0982857495546341,
-0.02590763010084629,
-0.045123059302568436,
-0.03955519571900368,
0.08045259118080139,
0.0601804293692112,
0.024361003190279007,
0.06624045968055725,
-6.719709944036367e-8,
-0.05749935284256935,
-0.09166967123746872,
-0.00955943949520588,
0.017065856605768204,
-0.043791115283966064,
0.033724959939718246,
0.031200654804706573,
-0.15382899343967438,
-0.021219458431005478,
-0.054352566599845886,
0.04515742138028145,
0.01829608902335167,
-0.06281741708517075,
0.021824486553668976,
-0.03386590629816055,
0.011461654677987099,
-0.1079699918627739,
0.07069337368011475,
-0.005724027752876282,
-0.05609944090247154,
-0.002657582750543952,
0.03588627651333809,
0.019872618839144707,
-0.011027059517800808,
0.003503092797473073,
0.04858236387372017,
-0.11984790116548538,
0.004002485424280167,
0.004973439034074545,
0.010924655012786388,
0.04775890335440636,
-0.060485295951366425,
0.03249383717775345,
-0.05588904768228531,
-0.009386803023517132,
-0.06419487297534943,
-0.030574094504117966,
-0.036987412720918655,
0.028358759358525276,
0.028700191527605057,
0.04710781201720238,
0.016918456181883812,
0.07097763568162918,
0.052610497921705246,
-0.01954435557126999,
0.005667341873049736,
0.05301603302359581,
-0.025438915938138962,
0.03169841319322586,
0.03718579560518265,
-0.024221841245889664,
-0.07112741470336914,
0.005147382616996765,
0.028225218877196312,
0.06965167820453644,
-0.016705453395843506,
0.002661065896973014,
0.0680726021528244,
-0.02910270355641842,
0.07569681853055954,
0.05210448056459427,
0.04962705448269844,
-0.005650246050208807,
0.061973460018634796
] |
huggingtweets/willsavino | cc33ca7fce117c289e77166b7114af72efe2d2d7 | 2022-06-02T13:06:29.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/willsavino | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/willsavino/1654175184979/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1078115982768525317/wk6NTSE0_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI BOT π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Will Savino</div>
<div style="text-align: center; font-size: 14px;">@willsavino</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Will Savino.
| Data | Will Savino |
| --- | --- |
| Tweets downloaded | 3229 |
| Retweets | 355 |
| Short tweets | 244 |
| Tweets kept | 2630 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/2nhwww0u/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @willsavino's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/3k5ueoap) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/3k5ueoap/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/willsavino')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.007078212220221758,
0.12024645507335663,
-0.014768163673579693,
0.05655868723988533,
0.1736176311969757,
-0.01546542439609766,
-0.040507957339286804,
0.02551693096756935,
0.0756705030798912,
-0.05768870934844017,
-0.0034888216760009527,
0.07209178805351257,
0.017698632553219795,
-0.02816985361278057,
-0.011204153299331665,
0.03896564245223999,
-0.08740419149398804,
-0.03496997803449631,
-0.06150229275226593,
0.02130674570798874,
-0.08589798957109451,
-0.09933421015739441,
0.07729999721050262,
-0.04055382311344147,
-0.04549993947148323,
0.07695458829402924,
-0.00045742784277535975,
0.06013001874089241,
-0.008317094296216965,
-0.02285168133676052,
-0.04378674551844597,
0.035727135837078094,
0.05020584911108017,
0.035979073494672775,
-0.03240059316158295,
0.018536807969212532,
-0.020223764702677727,
0.026877248659729958,
-0.05780312418937683,
-0.00015579091268591583,
-0.014358229003846645,
-0.1039845421910286,
0.05174410343170166,
0.04428867623209953,
-0.027379395440220833,
-0.030597055330872536,
-0.012205719016492367,
-0.0041991714388132095,
-0.057122427970170975,
0.02521570399403572,
-0.05458151921629906,
-0.04902232065796852,
0.0034379742573946714,
0.001422447501681745,
0.011526744812726974,
0.06505245715379715,
0.028775004670023918,
-0.050457440316677094,
0.0788424089550972,
-0.030872667208313942,
0.10298101603984833,
0.08092182874679565,
0.08780854940414429,
0.0010336835402995348,
0.0008232000400312245,
-0.012283998541533947,
-0.07013272494077682,
0.03546859696507454,
-0.03332267329096794,
-0.013673760928213596,
0.027842674404382706,
-0.0026478085201233625,
-0.024864492937922478,
-0.047822270542383194,
0.06989366561174393,
-0.03699890524148941,
-0.01489334274083376,
0.029114939272403717,
-0.016107523813843727,
0.06372445821762085,
0.035714827477931976,
-0.06155182421207428,
0.0067314947955310345,
-0.034869659692049026,
0.0510198213160038,
0.0322425477206707,
0.00818572286516428,
-0.10468641668558121,
-0.017626075074076653,
0.02353094331920147,
-0.021256335079669952,
-0.02290215715765953,
-0.009137377142906189,
0.04514866694808006,
-0.04710011929273605,
0.025996195152401924,
-0.05320476368069649,
-0.15755237638950348,
-0.11397381871938705,
0.06620268523693085,
0.003408034099265933,
-0.05078418180346489,
0.06307200342416763,
0.018013834953308105,
0.013013911433517933,
-0.035880137234926224,
-0.02801528014242649,
0.010454311035573483,
-0.00934278778731823,
-0.013629456982016563,
0.04589210823178291,
-0.04825529828667641,
-0.10369910299777985,
0.028312556445598602,
-0.029810553416609764,
-0.098659448325634,
-0.012079671956598759,
0.045358866453170776,
0.09176184237003326,
-0.021115245297551155,
0.048186641186475754,
0.14908377826213837,
-0.03486616164445877,
-0.09699550271034241,
0.006942050065845251,
0.027851011604070663,
-0.058772046118974686,
1.1061894814181102e-32,
0.05303559452295303,
0.0024743389803916216,
-0.06022314727306366,
0.04771602153778076,
0.12737038731575012,
-0.005859963595867157,
-0.008102616295218468,
-0.03133388236165047,
-0.08555936068296432,
-0.0005378314526751637,
0.0768737941980362,
0.030845509842038155,
0.011605389416217804,
0.016075478866696358,
0.00479913130402565,
-0.09072276949882507,
-0.015592360869050026,
-0.008874882012605667,
-0.029684076085686684,
0.02514924854040146,
-0.11062639951705933,
0.04166267812252045,
-0.036616336554288864,
-0.06728490442037582,
-0.049866240471601486,
0.02149759605526924,
0.06566119939088821,
-0.047978475689888,
0.003304613521322608,
0.0008003406110219657,
-0.04663848504424095,
-0.013965390622615814,
0.06123855710029602,
-0.049813125282526016,
0.04862333461642265,
0.017716608941555023,
0.010347256436944008,
-0.08288726210594177,
-0.010873392224311829,
0.04242628067731857,
-0.03805292397737503,
-0.048430103808641434,
0.05458302050828934,
-0.034165944904088974,
-0.05511914938688278,
0.07902267575263977,
0.13663192093372345,
0.031020866706967354,
-0.027193086221814156,
-0.04286980256438255,
-0.03378621116280556,
-0.006581892259418964,
-0.04478738084435463,
-0.11556877195835114,
-0.01192815974354744,
-0.08752544224262238,
0.008671150542795658,
0.016436945647001266,
0.05134711042046547,
-0.03790795058012009,
-0.00724610174074769,
-0.06299295276403427,
0.02233256958425045,
-0.08481676131486893,
0.03397317975759506,
0.03736773878335953,
-0.08988761901855469,
-0.0341445617377758,
0.045370422303676605,
-0.04145645722746849,
-0.027840089052915573,
-0.002855032216757536,
0.1073441281914711,
-0.03743528947234154,
-0.0472601093351841,
0.04100017994642258,
-0.021190857514739037,
-0.051072631031274796,
-0.03327939286828041,
0.023223821073770523,
-0.054815873503685,
0.013016137294471264,
0.02540738508105278,
0.003562170546501875,
-0.022413033992052078,
-0.004664940293878317,
-0.019101297482848167,
-0.051698654890060425,
0.0162910558283329,
-0.003396956017240882,
-0.1074567437171936,
-0.009902103804051876,
0.047543853521347046,
-0.08237557113170624,
-0.07532632350921631,
-1.1614785643354487e-32,
0.0434233695268631,
0.004972192924469709,
-0.01201630849391222,
0.05336263030767441,
0.09745104610919952,
0.046983666718006134,
0.04750790446996689,
0.05265406519174576,
0.009341184981167316,
-0.0015690095024183393,
0.04935959726572037,
-0.030174776911735535,
-0.08931974321603775,
-0.03693392127752304,
0.020854616537690163,
0.02485792525112629,
0.06570454686880112,
-0.024837953969836235,
-0.028568387031555176,
0.03757935389876366,
0.016052085906267166,
0.04063747450709343,
-0.012454695999622345,
0.09493250399827957,
-0.06728892773389816,
-0.011794897727668285,
0.0756397470831871,
-0.00975491851568222,
-0.016386844217777252,
0.0180430356413126,
-0.06075321510434151,
-0.08864588290452957,
-0.018483823165297508,
0.05225813761353493,
0.05393340438604355,
0.0022384696640074253,
-0.06988967210054398,
-0.05114113166928291,
-0.027227798476815224,
-0.045531030744314194,
0.005966256372630596,
-0.08932457119226456,
-0.06558205187320709,
-0.010821971110999584,
0.0333036370575428,
-0.039879169315099716,
0.03860868141055107,
-0.011469949968159199,
0.00842698011547327,
0.05750271677970886,
0.036974359303712845,
0.051389191299676895,
-0.02784975804388523,
-0.018604157492518425,
-0.026937805116176605,
-0.0868266299366951,
-0.05093659833073616,
0.02740149199962616,
0.016598058864474297,
0.03296563774347305,
0.03097083792090416,
0.027115240693092346,
-0.018145186826586723,
0.017309248447418213,
0.0684550330042839,
0.048858534544706345,
-0.07784759253263474,
0.03361235186457634,
-0.06186799332499504,
0.005047074519097805,
0.030459869652986526,
0.07051044702529907,
0.03693540021777153,
-0.007529841735959053,
0.03393564000725746,
-0.021149685606360435,
0.08700618147850037,
0.0007253399817273021,
0.07528461515903473,
0.008483088575303555,
-0.08717243373394012,
-0.05404195189476013,
-0.045140307396650314,
0.0070390342734754086,
-0.06021959334611893,
-0.011078382842242718,
-0.026887992396950722,
0.08795762062072754,
-0.022924434393644333,
-0.038300685584545135,
-0.03625894710421562,
0.07843907177448273,
0.0526772066950798,
0.035977624356746674,
0.06902945041656494,
-6.784017614336335e-8,
-0.05211368948221207,
-0.08648458123207092,
-0.014153077267110348,
0.010615634731948376,
-0.031124010682106018,
0.03532000258564949,
0.03362536057829857,
-0.15108679234981537,
-0.016227388754487038,
-0.053990401327610016,
0.04356290027499199,
0.008438424207270145,
-0.06910907477140427,
0.024907484650611877,
-0.0342528373003006,
0.019053123891353607,
-0.09857691824436188,
0.084257110953331,
-0.00896521843969822,
-0.062249504029750824,
-0.0009321576217189431,
0.034966275095939636,
0.022749140858650208,
-0.017498454079031944,
-0.0016551722073927522,
0.049657195806503296,
-0.11368069797754288,
0.003800806123763323,
0.007520824670791626,
-0.000138082992634736,
0.04493309557437897,
-0.06296590715646744,
0.035100553184747696,
-0.05618814378976822,
-0.007261195685714483,
-0.07065322995185852,
-0.02597140148282051,
-0.030447911471128464,
0.021379007026553154,
0.02778763324022293,
0.03861156105995178,
0.019766515120863914,
0.07270994782447815,
0.04276411607861519,
-0.025021087378263474,
0.003868288127705455,
0.03645225986838341,
-0.009632192552089691,
0.03277910500764847,
0.04514264687895775,
-0.0206560380756855,
-0.07431898266077042,
0.002299244748428464,
0.032040663063526154,
0.07262475788593292,
-0.014426542446017265,
-0.008415233343839645,
0.06581292301416397,
-0.030588023364543915,
0.07056553661823273,
0.04601471871137619,
0.06071321293711662,
0.00022469171381089836,
0.05880805477499962
] |
wvangils/DistilGPT2-Beatles-Lyrics-finetuned-newlyrics | ba697192b3f5436eeab752b1633c4dd5de2da2fa | 2022-06-17T11:20:50.000Z | [
"pytorch",
"tensorboard",
"gpt2",
"text-generation",
"transformers",
"generated_from_trainer",
"license:apache-2.0",
"model-index"
] | text-generation | false | wvangils | null | wvangils/DistilGPT2-Beatles-Lyrics-finetuned-newlyrics | 0 | null | transformers | ---
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: DistilGPT2-Beatles-Lyrics-finetuned-newlyrics
results: []
widget:
- text: "Last night in Kiev the"
example_title: "Kiev"
- text: "It hasn't rained in weeks"
example_title: "Rain"
---
# DistilGPT2-Beatles-Lyrics-finetuned-newlyrics
This model is a fine-tuned version of [distilgpt2](https://huggingface.co/distilgpt2) on the [Cmotions - Beatles lyrics](https://huggingface.co/datasets/cmotions/Beatles_lyrics) dataset. It will complete an input prompt with Beatles-like text.
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 8
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 100
- num_epochs: 10
### Training results
| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 2.786 | 1.0 | 18 | 2.0410 |
| 2.5587 | 2.0 | 36 | 1.9280 |
| 2.3651 | 3.0 | 54 | 1.8829 |
| 2.2759 | 4.0 | 72 | 1.8473 |
| 2.1241 | 5.0 | 90 | 1.8237 |
| 2.1018 | 6.0 | 108 | 1.8535 |
| 1.8537 | 7.0 | 126 | 1.8497 |
| 1.7859 | 8.0 | 144 | 1.8618 |
| 1.69 | 9.0 | 162 | 1.8657 |
| 1.6481 | 10.0 | 180 | 1.8711 |
### Framework versions
- Transformers 4.19.2
- Pytorch 1.11.0+cu113
- Datasets 2.2.2
- Tokenizers 0.12.1
| [
-0.056054819375276566,
-0.057785339653491974,
0.06539391726255417,
-0.002773539861664176,
0.05483464524149895,
0.018022842705249786,
-0.0006078137084841728,
-0.03785596787929535,
-0.041361004114151,
-0.14074204862117767,
0.0030848293099552393,
-0.05572521686553955,
0.010631480254232883,
-0.08411941677331924,
-0.041505709290504456,
0.05848142132163048,
0.016373297199606895,
-0.03376372903585434,
-0.11149568110704422,
-0.023012427613139153,
0.016093440353870392,
0.016176525503396988,
0.04349159449338913,
0.061672843992710114,
-0.0430445559322834,
0.09941580146551132,
-0.0431695282459259,
0.10838138312101364,
-0.01115927379578352,
-0.02777019701898098,
0.010238290764391422,
0.02565450593829155,
0.0281495563685894,
0.020209437236189842,
0.0017924730200320482,
0.06786671280860901,
-0.01846693456172943,
-0.02850385755300522,
-0.024912307038903236,
0.02132730931043625,
0.010222876444458961,
-0.0655386745929718,
-0.03075786679983139,
0.045474447309970856,
0.0010407465742900968,
-0.01737258769571781,
-0.052019424736499786,
-0.11143803596496582,
-0.07966472208499908,
0.021909993141889572,
-0.10529322177171707,
-0.05038513243198395,
0.09468115121126175,
0.006126895546913147,
-0.04916205629706383,
0.0033764005638659,
-0.017442254349589348,
0.07934799045324326,
0.032495882362127304,
-0.03366507962346077,
-0.042464934289455414,
-0.046928759664297104,
-0.10765515267848969,
-0.015733443200588226,
-0.01548610720783472,
-0.06455962359905243,
-0.031125620007514954,
0.057932838797569275,
0.06907714158296585,
-0.0023639369755983353,
-0.01864735409617424,
0.08870361745357513,
-0.033342257142066956,
0.052106376737356186,
-0.017483940348029137,
0.06765351444482803,
-0.011175883002579212,
0.020197568461298943,
-0.00041060795774683356,
-0.10899870097637177,
0.040915798395872116,
-0.04292777553200722,
0.019631825387477875,
-0.05811874940991402,
0.021393535658717155,
0.0013535248581320047,
-0.0028700067196041346,
-0.005183665547519922,
-0.0076749129220843315,
-0.025755327194929123,
-0.013050167821347713,
-0.04347441345453262,
0.008214098401367664,
0.05719192326068878,
-0.053588174283504486,
0.0853162333369255,
0.015592062845826149,
-0.03486586734652519,
-0.06692331284284592,
0.10373992472887039,
-0.007415845990180969,
0.0460280179977417,
0.013644209131598473,
-0.000591342686675489,
-0.0019759212154895067,
-0.1246732771396637,
0.0047440482303500175,
0.15354004502296448,
0.033486004918813705,
-0.12961693108081818,
0.06211220845580101,
-0.042745258659124374,
-0.030243443325161934,
0.012397357262670994,
-0.024188833311200142,
0.04263691604137421,
-0.01845984160900116,
0.005301899742335081,
-0.002041126135736704,
0.06472745537757874,
-0.03601429983973503,
-0.052497461438179016,
-0.07354143261909485,
-0.03397471457719803,
-0.06115196272730827,
-0.05349675193428993,
-0.06313484907150269,
5.195212628842274e-33,
0.10637775808572769,
-0.0038438893388956785,
0.01692625693976879,
0.011413738131523132,
0.027141863480210304,
-0.05567079037427902,
-0.07301471382379532,
0.06507252901792526,
0.014878964982926846,
-0.017842771485447884,
-0.019908972084522247,
-0.06739528477191925,
-0.05524077266454697,
-0.01547223050147295,
-0.0053932019509375095,
-0.07837840169668198,
-0.0350814051926136,
0.04809262603521347,
0.04174148291349411,
-0.004212866071611643,
0.05776257440447807,
0.06754088401794434,
-0.005477293394505978,
-0.06686092168092728,
-0.023664643988013268,
0.043391503393650055,
0.04856346175074577,
0.004922491032630205,
0.04226211830973625,
0.05826433375477791,
-0.07055450230836868,
-0.03465639427304268,
0.03745695576071739,
0.023586854338645935,
-0.013969171792268753,
0.04093867540359497,
-0.0442073717713356,
-0.0062303864397108555,
0.019506163895130157,
-0.10900935530662537,
-0.0014138369588181376,
-0.0506632961332798,
0.04427081346511841,
-0.04174785688519478,
-0.04542968049645424,
0.0016780276782810688,
-0.023474054411053658,
0.005953976418823004,
0.013354047201573849,
0.013696612790226936,
-0.020921427756547928,
0.03951802849769592,
0.02447555400431156,
-0.019114229828119278,
-0.014458022080361843,
0.03151789680123329,
0.10771934688091278,
0.10309231281280518,
0.0027958827558904886,
-0.004616304766386747,
0.04348224774003029,
0.040894459933042526,
0.06430675089359283,
-0.06375095248222351,
0.053534749895334244,
0.01832985319197178,
-0.006089948117733002,
-0.04239990562200546,
0.039888542145490646,
0.04282300919294357,
-0.09115161746740341,
-0.04021012783050537,
0.041834037750959396,
0.026040757074952126,
0.06784310936927795,
-0.09488511085510254,
-0.013185601681470871,
-0.06154661253094673,
0.02484842762351036,
-0.0028289915062487125,
0.010031160898506641,
0.04405571147799492,
0.0038624107837677,
-0.02036876417696476,
0.00600954657420516,
-0.028945231810212135,
0.02085086703300476,
-0.06388390064239502,
-0.01447554212063551,
0.009139852598309517,
-0.06611092388629913,
0.07325700670480728,
-0.12307926267385483,
-0.058695562183856964,
0.00642778817564249,
-6.017242440528023e-33,
0.03424970060586929,
0.08986049890518188,
0.01580512337386608,
0.1237797960639,
0.060237009078264236,
0.0507674515247345,
0.02134903520345688,
0.11343558877706528,
0.040645308792591095,
0.011393276043236256,
0.10163656622171402,
-0.046392329037189484,
-0.06501967459917068,
-0.07895775139331818,
-0.0048856111243367195,
0.03304562717676163,
-0.05103737488389015,
-0.0026900656521320343,
-0.006233683321624994,
0.0307101272046566,
-0.036817435175180435,
0.030534053221344948,
-0.05465317890048027,
0.07437639683485031,
-0.02451472170650959,
-0.023885522037744522,
0.07306651771068573,
0.07039517164230347,
0.05286713317036629,
0.004344840068370104,
-0.01653100922703743,
0.00492737116292119,
-0.04116304591298103,
-0.020872442051768303,
-0.05858287587761879,
-0.002314131474122405,
0.06744211167097092,
-0.05861885845661163,
-0.07349754124879837,
0.11104555428028107,
0.027759436517953873,
0.02211763896048069,
0.016428302973508835,
0.015935441479086876,
-0.03595679998397827,
-0.013844702392816544,
-0.0022428177762776613,
-0.00938157457858324,
0.021465111523866653,
0.020458506420254707,
0.047647491097450256,
-0.061891067773103714,
-0.104779914021492,
0.03344746679067612,
0.007788920775055885,
-0.07233092188835144,
-0.03510109707713127,
0.0024629035033285618,
-0.06588093191385269,
0.008694152347743511,
-0.05419660359621048,
0.001708225579932332,
-0.040267638862133026,
-0.01978764496743679,
-0.03565870225429535,
-0.06849632412195206,
-0.0022856530267745256,
0.04162273555994034,
0.023894619196653366,
0.03480232134461403,
0.032183874398469925,
-0.008573348633944988,
0.03999394550919533,
-0.01763477548956871,
-0.02102183736860752,
-0.03032435104250908,
-0.010288723744452,
0.019709059968590736,
-0.052009038627147675,
-0.06400642544031143,
0.04768140986561775,
0.04349077492952347,
0.03676987066864967,
0.07579602301120758,
0.12955749034881592,
0.02534959837794304,
0.05914528667926788,
0.12412174046039581,
-0.05392992123961449,
0.04040852561593056,
0.07343538850545883,
0.04051769897341728,
0.006889951881021261,
0.15118618309497833,
0.02311880700290203,
-5.98085989622632e-8,
-0.04150480031967163,
-0.029216479510068893,
-0.07375308871269226,
0.059933293610811234,
0.02179078385233879,
-0.010685575194656849,
0.021020429208874702,
0.01744416356086731,
-0.04336584731936455,
-0.00809789914637804,
0.08628173172473907,
-0.016871973872184753,
-0.10577632486820221,
0.012332631275057793,
-0.08496282994747162,
0.022152727469801903,
-0.047184690833091736,
0.09583396464586258,
-0.04549310356378555,
0.009468083269894123,
0.017154667526483536,
0.005048065911978483,
0.03484876826405525,
-0.05775453522801399,
0.12366034090518951,
0.012717001140117645,
-0.11318349838256836,
0.03812015801668167,
-0.02840183675289154,
-0.019781114533543587,
0.07542386651039124,
-0.002859441563487053,
-0.0070173777639865875,
-0.04952103644609451,
-0.010182172991335392,
0.027952827513217926,
-0.07370858639478683,
-0.02484862133860588,
-0.03035683184862137,
0.0011701370822265744,
0.008761158213019371,
0.05334911495447159,
-0.10310303419828415,
0.04285959154367447,
0.056309543550014496,
-0.03723111003637314,
0.011870202608406544,
-0.022567816078662872,
-0.03353428095579147,
0.03354758024215698,
-0.0017036017961800098,
-0.03777064010500908,
0.022633999586105347,
-0.022146666422486305,
0.013658815994858742,
0.031226009130477905,
-0.028494440019130707,
0.09294240176677704,
-0.04910648241639137,
-0.0016911509446799755,
0.03594391420483589,
0.014114251360297203,
-0.00674925372004509,
0.003401239402592182
] |
huggingtweets/quora-reddit | 782bcfb2ef51280c4030a05b8eeb933f4672bd6f | 2022-06-03T12:09:44.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/quora-reddit | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/quora-reddit/1654258179125/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1532031893318737920/N4nwSAZv_400x400.jpg')">
</div>
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1333471260483801089/OtTAJXEZ_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI CYBORG π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Quora & Reddit</div>
<div style="text-align: center; font-size: 14px;">@quora-reddit</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Quora & Reddit.
| Data | Quora | Reddit |
| --- | --- | --- |
| Tweets downloaded | 3244 | 3248 |
| Retweets | 181 | 331 |
| Short tweets | 22 | 392 |
| Tweets kept | 3041 | 2525 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/12sw605d/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @quora-reddit's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/2g51clcs) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/2g51clcs/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/quora-reddit')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.008974134922027588,
0.1180967316031456,
-0.007078726775944233,
0.04997017979621887,
0.1736411154270172,
-0.010543198324739933,
-0.042067185044288635,
0.03241841867566109,
0.06446957588195801,
-0.05162610486149788,
0.0003111135447397828,
0.07034704089164734,
0.022965071722865105,
-0.024621890857815742,
0.00017148796177934855,
0.041041672229766846,
-0.09242689609527588,
-0.036042120307683945,
-0.06252782046794891,
0.013055823743343353,
-0.0803128182888031,
-0.09708186239004135,
0.08308059722185135,
-0.0486871711909771,
-0.046187203377485275,
0.07840617746114731,
-0.0034180881921201944,
0.06360470503568649,
-0.009750010445713997,
-0.02198883704841137,
-0.04392637312412262,
0.036674030125141144,
0.05380507931113243,
0.03589861840009689,
-0.02960091084241867,
0.026206795126199722,
-0.0318291112780571,
0.019718512892723083,
-0.055382803082466125,
0.009397455491125584,
-0.017615824937820435,
-0.10982286185026169,
0.05537496879696846,
0.0408351831138134,
-0.033459678292274475,
-0.03087916225194931,
-0.012872191146016121,
-0.0018506314372643828,
-0.04914983734488487,
0.0351414680480957,
-0.05894763767719269,
-0.04783734679222107,
0.0064552295953035355,
-0.004905938170850277,
0.013995401561260223,
0.0698099285364151,
0.023099279031157494,
-0.05481378361582756,
0.08313976973295212,
-0.024875275790691376,
0.10704492777585983,
0.07980074733495712,
0.0756421685218811,
0.002203354611992836,
-0.0018137681763619184,
-0.0172799751162529,
-0.06367754191160202,
0.040778957307338715,
-0.03021630458533764,
-0.01543085090816021,
0.030279893428087234,
-0.004250889178365469,
-0.02188345044851303,
-0.03705085441470146,
0.05969127640128136,
-0.035970792174339294,
-0.01707160845398903,
0.02456299029290676,
-0.027998266741633415,
0.04619264230132103,
0.03708414360880852,
-0.060122232884168625,
0.005798929836601019,
-0.03636565059423447,
0.061880048364400864,
0.0364365391433239,
0.007835084572434425,
-0.10492177307605743,
-0.023082707077264786,
0.024440323933959007,
-0.013117614202201366,
-0.029066532850265503,
-0.005451494362205267,
0.04312983155250549,
-0.046160463243722916,
0.03380627557635307,
-0.05027935653924942,
-0.15170927345752716,
-0.11773395538330078,
0.060242801904678345,
0.0019713405054062605,
-0.05861622467637062,
0.0604969784617424,
0.01632261462509632,
0.014580047689378262,
-0.041021980345249176,
-0.03105374425649643,
0.019671740010380745,
-0.007422739174216986,
-0.014017104171216488,
0.043777260929346085,
-0.04420323669910431,
-0.10401146113872528,
0.026499969884753227,
-0.024687282741069794,
-0.10593115538358688,
-0.012434064410626888,
0.03825712203979492,
0.09412714093923569,
-0.02761015109717846,
0.05225732550024986,
0.15050967037677765,
-0.03677916154265404,
-0.09943883121013641,
0.007761506363749504,
0.025070231407880783,
-0.05827060714364052,
1.0558693600584912e-32,
0.05653684586286545,
0.01098961103707552,
-0.05819757282733917,
0.055342454463243484,
0.11863180249929428,
-0.00603506900370121,
-0.005451126955449581,
-0.02795989252626896,
-0.09544961154460907,
-0.008633174002170563,
0.06990289688110352,
0.025554511696100235,
0.0025436943396925926,
0.013119597919285297,
-0.00238235667347908,
-0.09204582124948502,
-0.020888332277536392,
-0.009801354259252548,
-0.027365101501345634,
0.029059359803795815,
-0.11369208246469498,
0.04465541988611221,
-0.03280836343765259,
-0.06783929467201233,
-0.05277155339717865,
0.015352660790085793,
0.07959536463022232,
-0.04471561685204506,
0.0042306408286094666,
0.00462281983345747,
-0.04264640435576439,
-0.02064388431608677,
0.06379075348377228,
-0.05009046941995621,
0.04833857715129852,
0.008558101952075958,
0.017399869859218597,
-0.07938223332166672,
-0.013960194773972034,
0.04613373428583145,
-0.041857488453388214,
-0.04621965065598488,
0.048201147466897964,
-0.031745731830596924,
-0.05378265306353569,
0.08802367001771927,
0.13637571036815643,
0.023876702412962914,
-0.023733552545309067,
-0.046832866966724396,
-0.03682057932019234,
-0.014313893392682076,
-0.047556955367326736,
-0.1030508279800415,
-0.010547363199293613,
-0.08617066591978073,
0.005524225067347288,
0.021335072815418243,
0.04094812273979187,
-0.03613314405083656,
-0.001190602546557784,
-0.06261462718248367,
0.027934152632951736,
-0.08065992593765259,
0.04002809897065163,
0.04219317436218262,
-0.08281393349170685,
-0.03396422043442726,
0.04858214780688286,
-0.033689387142658234,
-0.026498811319470406,
-0.000211943726753816,
0.10390704870223999,
-0.03472822159528732,
-0.04012570530176163,
0.03846239671111107,
-0.0202581025660038,
-0.04925975948572159,
-0.029197338968515396,
0.024687377735972404,
-0.06822637468576431,
0.012737384997308254,
0.026066118851304054,
0.003588344668969512,
-0.023537520319223404,
-0.007101548835635185,
-0.014959660358726978,
-0.05182977393269539,
0.01699705794453621,
-0.007128010969609022,
-0.10155719518661499,
-0.013913457281887531,
0.046203941106796265,
-0.0850941464304924,
-0.08037882298231125,
-1.1141487536675279e-32,
0.048763249069452286,
0.003642542753368616,
-0.007438134402036667,
0.05300190672278404,
0.09942317008972168,
0.051312364637851715,
0.04462205246090889,
0.05763009563088417,
0.0053992136381566525,
-0.0015946227358654141,
0.04719514772295952,
-0.017140928655862808,
-0.09058132022619247,
-0.0365581214427948,
0.012724547646939754,
0.012949327006936073,
0.07309035211801529,
-0.03433467447757721,
-0.029380321502685547,
0.03225061297416687,
0.013305398635566235,
0.039868928492069244,
-0.010694177821278572,
0.09721393138170242,
-0.06177803501486778,
-0.0029805407393723726,
0.07975050806999207,
-0.009618761949241161,
-0.008880911394953728,
0.015534385107457638,
-0.05726700648665428,
-0.08393426984548569,
-0.016665147617459297,
0.06976563483476639,
0.05666094645857811,
-0.0042069717310369015,
-0.06160076707601547,
-0.04972072318196297,
-0.030871514230966568,
-0.036479201167821884,
0.010152964852750301,
-0.09844642132520676,
-0.0608019195497036,
-0.011129261925816536,
0.03212462738156319,
-0.05050573870539665,
0.03812447935342789,
-0.018908124417066574,
0.0008582359296269715,
0.054477591067552567,
0.04056962579488754,
0.044104620814323425,
-0.02984447032213211,
-0.014030848629772663,
-0.024659115821123123,
-0.09296901524066925,
-0.05027094855904579,
0.02528207004070282,
0.016438115388154984,
0.026801031082868576,
0.02151454985141754,
0.02328295074403286,
-0.020303240045905113,
0.023616483435034752,
0.06007397547364235,
0.04522592946887016,
-0.07299463450908661,
0.03144755959510803,
-0.07021421194076538,
0.007351017091423273,
0.019132563844323158,
0.06631962954998016,
0.032233331352472305,
-0.01447742898017168,
0.03816807642579079,
-0.027244772762060165,
0.09080757945775986,
0.008367625996470451,
0.08560341596603394,
0.004776366520673037,
-0.08772335946559906,
-0.058773525059223175,
-0.0469854474067688,
0.0038251052610576153,
-0.04934738948941231,
-0.01085856556892395,
-0.023760776966810226,
0.0988050028681755,
-0.021486135199666023,
-0.04058517515659332,
-0.03427988663315773,
0.08128537982702255,
0.05415342375636101,
0.03920844942331314,
0.0690259113907814,
-6.763784909935566e-8,
-0.05479766055941582,
-0.07349348068237305,
-0.016997309401631355,
0.014384560286998749,
-0.02979612536728382,
0.030769899487495422,
0.03434723615646362,
-0.1521349400281906,
-0.015069723129272461,
-0.056993186473846436,
0.03599560633301735,
0.01644231006503105,
-0.06542479246854782,
0.032405219972133636,
-0.036933187395334244,
0.012781583704054356,
-0.10369279235601425,
0.09226663410663605,
-0.0034129279665648937,
-0.05970366671681404,
0.005007604137063026,
0.03434411808848381,
0.022235732525587082,
-0.016524598002433777,
-0.0024164237547665834,
0.04968774691224098,
-0.11547086387872696,
0.00011660046584438533,
0.006401062477380037,
-0.0018299699295312166,
0.03763056918978691,
-0.0654456838965416,
0.030627502128481865,
-0.053671009838581085,
-0.0029277883004397154,
-0.07168323546648026,
-0.02605067938566208,
-0.035001982003450394,
0.02199716307222843,
0.02983143925666809,
0.045316021889448166,
0.015280650928616524,
0.0725654736161232,
0.04145628586411476,
-0.024203959852457047,
0.010995207354426384,
0.03894976153969765,
-0.002765238517895341,
0.03594678267836571,
0.032929204404354095,
-0.026520518586039543,
-0.07672448456287384,
0.002636814024299383,
0.025729993358254433,
0.0712856724858284,
-0.005161213222891092,
-0.00782389473170042,
0.057845503091812134,
-0.011062365025281906,
0.07210143655538559,
0.038483306765556335,
0.05719609931111336,
-0.0044784932397305965,
0.06272266060113907
] |
tclong/wav2vec2-base-vios-v2 | fc29afd0af8c16648e852c591a9e5c0d7c0c059c | 2022-06-06T17:45:04.000Z | [
"pytorch",
"tensorboard",
"wav2vec2",
"automatic-speech-recognition",
"dataset:vivos_dataset",
"transformers",
"generated_from_trainer",
"license:apache-2.0",
"model-index"
] | automatic-speech-recognition | false | tclong | null | tclong/wav2vec2-base-vios-v2 | 0 | null | transformers | ---
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- vivos_dataset
model-index:
- name: wav2vec2-base-vios-v2
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# wav2vec2-base-vios-v2
This model is a fine-tuned version of [facebook/wav2vec2-xls-r-300m](https://huggingface.co/facebook/wav2vec2-xls-r-300m) on the vivos_dataset dataset.
It achieves the following results on the evaluation set:
- Loss: 0.6056
- Wer: 0.2442
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 20
- mixed_precision_training: Native AMP
### Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|:-------------:|:-----:|:-----:|:---------------:|:------:|
| 7.8344 | 0.69 | 500 | 3.5012 | 1.0 |
| 3.4505 | 1.37 | 1000 | 3.4081 | 1.0 |
| 2.1426 | 2.06 | 1500 | 0.8761 | 0.6241 |
| 0.8801 | 2.74 | 2000 | 0.5476 | 0.4241 |
| 0.6453 | 3.43 | 2500 | 0.4384 | 0.3495 |
| 0.5449 | 4.12 | 3000 | 0.4055 | 0.3160 |
| 0.4862 | 4.8 | 3500 | 0.3815 | 0.3002 |
| 0.4435 | 5.49 | 4000 | 0.3525 | 0.2776 |
| 0.4205 | 6.17 | 4500 | 0.3660 | 0.2725 |
| 0.3974 | 6.86 | 5000 | 0.3386 | 0.2565 |
| 0.3758 | 7.54 | 5500 | 0.3492 | 0.2607 |
| 0.3595 | 8.23 | 6000 | 0.3391 | 0.2441 |
| 0.3438 | 8.92 | 6500 | 0.3255 | 0.2354 |
| 0.3308 | 9.6 | 7000 | 0.3379 | 0.2422 |
| 0.3265 | 10.29 | 7500 | 0.3375 | 0.2349 |
| 0.311 | 10.97 | 8000 | 0.3356 | 0.2306 |
| 0.3071 | 11.66 | 8500 | 0.3286 | 0.2249 |
| 0.2941 | 12.35 | 9000 | 0.3176 | 0.2211 |
| 0.296 | 13.03 | 9500 | 0.3268 | 0.2257 |
| 0.2852 | 13.72 | 10000 | 0.3265 | 0.2196 |
| 0.3102 | 14.4 | 10500 | 0.3390 | 0.2209 |
| 0.2974 | 15.09 | 11000 | 0.3493 | 0.2199 |
| 0.3433 | 15.78 | 11500 | 0.3687 | 0.2199 |
| 0.3526 | 16.46 | 12000 | 0.3698 | 0.2170 |
| 0.36 | 17.15 | 12500 | 0.4110 | 0.2227 |
| 0.4322 | 17.83 | 13000 | 0.4830 | 0.2290 |
| 0.4973 | 18.52 | 13500 | 0.5280 | 0.2356 |
| 0.5701 | 19.2 | 14000 | 0.5990 | 0.2370 |
| 0.6014 | 19.89 | 14500 | 0.6056 | 0.2442 |
### Framework versions
- Transformers 4.16.2
- Pytorch 1.11.0+cu113
- Datasets 1.18.3
- Tokenizers 0.12.1
| [
-0.0332915261387825,
-0.010004757903516293,
-0.02769619971513748,
-0.025461630895733833,
0.03683295100927353,
-0.005058725364506245,
-0.07139868289232254,
-0.008199422620236874,
-0.043501295149326324,
-0.059269215911626816,
0.03755851462483406,
-0.10464532673358917,
-0.010317634791135788,
-0.039030272513628006,
-0.07353655248880386,
-0.016034742817282677,
0.057420264929533005,
-0.020565299317240715,
-0.08188241720199585,
0.06758753210306168,
0.03299581632018089,
0.06413765251636505,
0.06332249194383621,
0.011482137255370617,
0.02343847043812275,
0.01186759676784277,
-0.05054508149623871,
0.06005061790347099,
0.04555032029747963,
-0.032218385487794876,
0.07340528815984726,
0.05598023906350136,
0.022850144654512405,
0.03257764130830765,
-0.02327773906290531,
-0.036392372101545334,
-0.01639590412378311,
-0.09654116630554199,
-0.028665583580732346,
-0.04995980113744736,
-0.013924198225140572,
-0.024383069947361946,
-0.015896182507276535,
0.09371951967477798,
-0.03778828680515289,
0.038523636758327484,
-0.047734007239341736,
-0.06470654159784317,
-0.020882871001958847,
-0.013899733312427998,
-0.06780120730400085,
-0.1016623005270958,
0.060406193137168884,
0.044782139360904694,
-0.09053915739059448,
0.048491477966308594,
-0.08146541565656662,
0.020864609628915787,
0.010251832194626331,
-0.013178161345422268,
0.017064489424228668,
-0.0007135802297852933,
-0.009571263566613197,
-0.004460601601749659,
-0.06645824760198593,
-0.05043007433414459,
-0.0333041287958622,
0.009871878661215305,
0.07143142819404602,
-0.03886633366346359,
-0.04977462813258171,
0.07421661168336868,
0.03025728464126587,
0.032799892127513885,
0.04150645062327385,
0.06926287710666656,
0.02741171233355999,
0.04336855188012123,
0.09823489189147949,
-0.10717315971851349,
0.017266150563955307,
-0.11322164535522461,
0.03181618079543114,
-0.013996564783155918,
0.06302995979785919,
0.03231770172715187,
0.038815099745988846,
-0.04778795689344406,
-0.010813111439347267,
-0.013514891266822815,
-0.06541246175765991,
0.00948348455131054,
0.03269302845001221,
0.04190673306584358,
-0.01963168755173683,
0.055890604853630066,
0.023448193445801735,
0.03102477826178074,
-0.030462419614195824,
0.08201595395803452,
-0.031354766339063644,
0.026076847687363625,
0.05253294110298157,
0.042851973325014114,
0.027404874563217163,
-0.054948098957538605,
-0.028157873079180717,
0.09883753955364227,
0.08412262797355652,
-0.047333549708127975,
0.04095926880836487,
0.09595523029565811,
-0.039680689573287964,
0.00816082302480936,
0.060617104172706604,
0.1165311336517334,
-0.046954184770584106,
0.0010306722251698375,
-0.004794654436409473,
0.047969844192266464,
-0.011711894534528255,
-0.06081767380237579,
-0.054466817528009415,
-0.06477313488721848,
-0.06908812373876572,
-0.0832146555185318,
-0.06331731379032135,
3.8904124300615964e-33,
0.02770206891000271,
0.03246086835861206,
-0.0023489503655582666,
-0.0027506884653121233,
0.016259638592600822,
-0.08894461393356323,
-0.03331233933568001,
-0.0486966073513031,
-0.0028014725539833307,
-0.03718962520360947,
-0.12788927555084229,
-0.05118430033326149,
-0.021273620426654816,
0.10808049142360687,
0.027253704145550728,
-0.028297459706664085,
-0.03508341684937477,
0.003582797711715102,
0.013180101290345192,
0.05650806427001953,
0.1511889547109604,
-0.028084324672818184,
-0.019605150446295738,
-0.044978976249694824,
0.0035991340409964323,
0.07903210818767548,
0.0009225132525898516,
0.011456011794507504,
0.024774998426437378,
0.04320084676146507,
-0.07945270836353302,
0.0029591782949864864,
0.010811747051775455,
-0.06072244793176651,
0.03001573123037815,
0.025376666337251663,
0.04670533537864685,
0.044622354209423065,
-0.0032741224858909845,
-0.047401633113622665,
0.07224126160144806,
0.0307167936116457,
-0.014374579302966595,
-0.047991763800382614,
-0.020832376554608345,
-0.06185493245720863,
0.002599015599116683,
0.03762616962194443,
0.02871708758175373,
0.04294385388493538,
-0.06352557241916656,
-0.021865371614694595,
-0.00338746584020555,
0.03797481209039688,
-0.014307944104075432,
-0.05440662428736687,
0.0652797743678093,
0.04937296360731125,
-0.06925546377897263,
0.0006323294946923852,
0.004998268559575081,
0.045391619205474854,
0.03720216825604439,
-0.0019706974271684885,
-0.07238251715898514,
-0.030385613441467285,
-0.04841184988617897,
-0.0809435248374939,
-0.012545538134872913,
0.038253918290138245,
-0.044318027794361115,
0.024150224402546883,
0.024970393627882004,
-0.06078452989459038,
0.037141960114240646,
-0.06818275898694992,
-0.01621309481561184,
-0.08226842433214188,
-0.08489204198122025,
-0.013854879885911942,
0.016786111518740654,
0.08807407319545746,
-0.021544380113482475,
-0.06610769033432007,
-0.0055930414237082005,
-0.0817377045750618,
0.011379988864064217,
-0.1029425784945488,
-0.05674644932150841,
0.020694902166724205,
-0.04136689007282257,
0.07542656362056732,
-0.022287489846348763,
-0.06768326461315155,
-0.03390945494174957,
-5.4639750858203895e-33,
-0.01575358957052231,
0.1244349554181099,
0.004902870859950781,
0.053265780210494995,
0.02772592194378376,
0.039152756333351135,
0.1120864525437355,
0.11216855049133301,
-0.053276412189006805,
-0.06905092298984528,
0.08617529273033142,
-0.03640865162014961,
-0.051202498376369476,
-0.027976376935839653,
0.011736380867660046,
0.017957942560315132,
-0.04331166669726372,
-0.04828563705086708,
0.03828572481870651,
-0.019992057234048843,
0.008732322603464127,
0.090240977704525,
-0.003638084512203932,
0.060226086527109146,
-0.002019737381488085,
-0.0419173426926136,
0.030712798237800598,
0.11689061671495438,
0.028620531782507896,
-0.043085094541311264,
-0.019305067136883736,
-0.038007188588380814,
-0.020486539229750633,
0.05793299525976181,
0.03438451513648033,
0.048423733562231064,
0.06254909187555313,
-0.02958068996667862,
-0.014615915715694427,
0.02753535471856594,
0.039906226098537445,
0.07020889222621918,
-0.10762546956539154,
0.01154528558254242,
-0.03869037702679634,
-0.01455861609429121,
-0.008437472395598888,
-0.0043190536089241505,
-0.024058299139142036,
-0.06767736375331879,
0.0950484424829483,
-0.07062765210866928,
-0.011722850613296032,
0.042902883142232895,
-0.003490517847239971,
-0.016360336914658546,
0.011250496841967106,
-0.006769087631255388,
-0.06272358447313309,
-0.000745084136724472,
-0.0008074852521531284,
0.01404719427227974,
-0.1595264971256256,
-0.04360896348953247,
0.018806271255016327,
-0.01402643509209156,
-0.04679879546165466,
0.032719340175390244,
0.012124711647629738,
0.06193827837705612,
-0.031478576362133026,
0.07339580357074738,
0.030747905373573303,
0.009319166652858257,
-0.005536550655961037,
-0.025611892342567444,
-0.08126872777938843,
-0.027312563732266426,
-0.017103184014558792,
-0.11472104489803314,
-0.04946820065379143,
0.03961515426635742,
0.08192352205514908,
0.007917437702417374,
0.09144517779350281,
0.09452016651630402,
0.022214466705918312,
0.04347802326083183,
-0.04665753245353699,
0.028778372332453728,
0.017702868208289146,
0.002278684638440609,
-0.04004400223493576,
0.10608597844839096,
0.05583618953824043,
-5.8422575222039086e-8,
-0.03027697093784809,
0.005451134406030178,
-0.0502009317278862,
0.026449011638760567,
0.0018770693568512797,
-0.030603833496570587,
0.01928848773241043,
0.012883288785815239,
0.04373278096318245,
0.030988171696662903,
0.007172140758484602,
0.03226922079920769,
-0.030213935300707817,
0.050677742809057236,
0.0314444936811924,
0.021087003871798515,
0.003987579140812159,
0.1548973023891449,
-0.05455119162797928,
-0.045429594814777374,
0.04208691418170929,
0.010394049808382988,
-0.017586978152394295,
-0.062368180602788925,
0.11708914488554001,
-0.08433016389608383,
-0.058022189885377884,
0.05237104371190071,
-0.06948071718215942,
-0.01099406834691763,
-0.000594831071794033,
0.008883228525519371,
0.02058977447450161,
-0.06099843606352806,
-0.03368189558386803,
0.049319006502628326,
-0.07045917212963104,
-0.014652932994067669,
-0.017503418028354645,
0.05594204366207123,
-0.007362788543105125,
0.06814360618591309,
-0.054303962737321854,
0.005501983221620321,
0.06541946530342102,
-0.06785516440868378,
0.04123088717460632,
-0.06534773856401443,
0.06638002395629883,
0.004703323822468519,
0.015036912634968758,
0.04174225032329559,
-0.04225572571158409,
-0.02267923392355442,
0.02215633913874626,
0.007543965242803097,
-0.08544351905584335,
0.05302111431956291,
-0.018491974100470543,
-0.03958027809858322,
0.02206983044743538,
-0.006642594002187252,
-0.026607397943735123,
-0.004700993187725544
] |
finiteautomata/pepe | 08f0926173c7a344390e8c3363f8d9b59b99d8d0 | 2022-06-02T13:53:07.000Z | [
"pytorch",
"roberta",
"feature-extraction",
"transformers"
] | feature-extraction | false | finiteautomata | null | finiteautomata/pepe | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
huggingtweets/vborghesani | 2a9f827021a64002f177bd4f267b66d4f2a77035 | 2022-06-02T14:00:46.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/vborghesani | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/vborghesani/1654178225151/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1279408626877304833/28JtkdiE_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI BOT π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Valentina Borghesani</div>
<div style="text-align: center; font-size: 14px;">@vborghesani</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Valentina Borghesani.
| Data | Valentina Borghesani |
| --- | --- |
| Tweets downloaded | 1024 |
| Retweets | 140 |
| Short tweets | 23 |
| Tweets kept | 861 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/21epnhoj/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @vborghesani's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/1vf22msq) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/1vf22msq/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/vborghesani')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.00978065375238657,
0.12234599143266678,
-0.015487277880311012,
0.05438299477100372,
0.16998699307441711,
-0.010530127212405205,
-0.042325567454099655,
0.02993684448301792,
0.07633685320615768,
-0.05840849503874779,
0.0010426626540720463,
0.07109124958515167,
0.018720975145697594,
-0.03055420145392418,
-0.007635707035660744,
0.03698764741420746,
-0.08448513597249985,
-0.030651889741420746,
-0.06822578608989716,
0.016696373000741005,
-0.08434923738241196,
-0.09713916480541229,
0.08076566457748413,
-0.040974318981170654,
-0.046901293098926544,
0.07418965548276901,
-0.0011202864116057754,
0.05522219464182854,
-0.006715086754411459,
-0.021140584722161293,
-0.04362841323018074,
0.032025448977947235,
0.050283364951610565,
0.03226678445935249,
-0.03767978027462959,
0.021577013656497,
-0.025802485644817352,
0.026656288653612137,
-0.05857205018401146,
0.005373424384742975,
-0.014300667680799961,
-0.10501104593276978,
0.048464443534612656,
0.045749492943286896,
-0.0296266321092844,
-0.032761700451374054,
-0.014706910587847233,
-0.008135281503200531,
-0.05498024821281433,
0.027338901534676552,
-0.05542951822280884,
-0.05913464352488518,
0.0017063779523596168,
0.0031643707770854235,
0.011631426401436329,
0.06460049003362656,
0.025331536307930946,
-0.04755770415067673,
0.08232127875089645,
-0.027970701456069946,
0.10536686331033707,
0.09182598441839218,
0.08700771629810333,
0.00027883355505764484,
0.0068751126527786255,
-0.016512025147676468,
-0.06801316887140274,
0.03908297419548035,
-0.032107412815093994,
-0.013769336976110935,
0.03189172223210335,
-0.0006395654636435211,
-0.01926630176603794,
-0.04903021082282066,
0.0689675509929657,
-0.047006215900182724,
-0.018988467752933502,
0.025065544992685318,
-0.018744980916380882,
0.0561140738427639,
0.04209849610924721,
-0.06486313790082932,
0.0127962501719594,
-0.030147630721330643,
0.052732475101947784,
0.032760608941316605,
0.007188077084720135,
-0.10475102066993713,
-0.027430644258856773,
0.02464873716235161,
-0.0223055649548769,
-0.02438349835574627,
-0.009824181906878948,
0.04197237268090248,
-0.04654189944267273,
0.02955225668847561,
-0.06028078868985176,
-0.1574086844921112,
-0.11039932817220688,
0.06516148149967194,
0.002193218329921365,
-0.05469274893403053,
0.07208479195833206,
0.027088338509202003,
0.01669684424996376,
-0.03644498810172081,
-0.027156606316566467,
0.01197927724570036,
-0.01187632605433464,
-0.015744565054774284,
0.0439627468585968,
-0.04656121879816055,
-0.10325004160404205,
0.02422417514026165,
-0.02866484224796295,
-0.09647893905639648,
-0.007779560983181,
0.041060399264097214,
0.09178765118122101,
-0.02272740565240383,
0.05523267015814781,
0.14901062846183777,
-0.032978083938360214,
-0.09780503809452057,
0.007916019298136234,
0.02720809541642666,
-0.05441034212708473,
1.0979177480765645e-32,
0.05973167344927788,
0.0015851393109187484,
-0.06324934959411621,
0.04969244822859764,
0.12252409756183624,
-0.0033778497017920017,
-0.015101658180356026,
-0.03209659457206726,
-0.09115873277187347,
-0.004462426993995905,
0.07047794759273529,
0.024916786700487137,
0.008675651624798775,
0.012083251029253006,
0.006958161015063524,
-0.09140118211507797,
-0.011596029624342918,
-0.0028120013885200024,
-0.02521355077624321,
0.02064593881368637,
-0.1076020896434784,
0.04569140821695328,
-0.04006853327155113,
-0.06288351118564606,
-0.04791969805955887,
0.021382207050919533,
0.07556647062301636,
-0.04957198724150658,
-0.0073060542345047,
-0.0014795891474932432,
-0.046020667999982834,
-0.0077056000009179115,
0.06299058347940445,
-0.052028778940439224,
0.04810158535838127,
0.014409882016479969,
0.004649007692933083,
-0.08177637308835983,
-0.009745839051902294,
0.04057163745164871,
-0.03929122909903526,
-0.048469144850969315,
0.05001471936702728,
-0.036533232778310776,
-0.05033417046070099,
0.08022566139698029,
0.135359525680542,
0.026772351935505867,
-0.03583686426281929,
-0.04213082790374756,
-0.03333407640457153,
-0.00427820673212409,
-0.04713859409093857,
-0.11026349663734436,
-0.008179509080946445,
-0.08599031716585159,
0.007580626755952835,
0.015874283388257027,
0.04600559175014496,
-0.030956624075770378,
-0.007185462862253189,
-0.06130806356668472,
0.025377003476023674,
-0.08090060204267502,
0.03273177146911621,
0.040252603590488434,
-0.08740316331386566,
-0.033530011773109436,
0.0450076088309288,
-0.04204588755965233,
-0.033050522208213806,
-0.0022992691956460476,
0.10258154571056366,
-0.03605237230658531,
-0.04244939237833023,
0.039374932646751404,
-0.022367320954799652,
-0.053449105471372604,
-0.03991222009062767,
0.026497026905417442,
-0.05246378853917122,
0.007821519859135151,
0.029634671285748482,
0.0034804472234100103,
-0.0246654711663723,
-0.005944602657109499,
-0.01477815955877304,
-0.05365150049328804,
0.01812831684947014,
-0.0008828639984130859,
-0.11044863611459732,
-0.009023136459290981,
0.04439181461930275,
-0.08373786509037018,
-0.07789181172847748,
-1.1583297823115805e-32,
0.04921116679906845,
0.0114827211946249,
-0.017178284004330635,
0.054544657468795776,
0.09528926759958267,
0.051154281944036484,
0.04949336126446724,
0.05289453640580177,
0.009759298525750637,
0.004610574338585138,
0.05072980374097824,
-0.031570833176374435,
-0.09153439849615097,
-0.040620531886816025,
0.026669273152947426,
0.0251513309776783,
0.06399375945329666,
-0.02536468766629696,
-0.03584781661629677,
0.043394867330789566,
0.013969817198812962,
0.036507997661828995,
-0.016316184774041176,
0.09039284288883209,
-0.06533896923065186,
-0.012310003861784935,
0.0789763554930687,
-0.0037519081961363554,
-0.01299345400184393,
0.01678047515451908,
-0.05626029148697853,
-0.09069419652223587,
-0.019494660198688507,
0.06083493307232857,
0.05195629969239235,
0.006510790903121233,
-0.07017078250646591,
-0.04937146604061127,
-0.032823968678712845,
-0.04933687672019005,
0.015873385593295097,
-0.09161781519651413,
-0.06503191590309143,
-0.010467278771102428,
0.02811502292752266,
-0.038945723325014114,
0.03508390858769417,
-0.014011610299348831,
0.0029446305707097054,
0.04956284165382385,
0.03346533328294754,
0.04619991034269333,
-0.02309659868478775,
-0.01993490196764469,
-0.028177132830023766,
-0.08566819131374359,
-0.04527201130986214,
0.030382512137293816,
0.017287855967879295,
0.031321100890636444,
0.03425547108054161,
0.024965325370430946,
-0.017675884068012238,
0.017025176435709,
0.06618780642747879,
0.04117927700281143,
-0.08037017285823822,
0.04121134802699089,
-0.06566521525382996,
0.00254309200681746,
0.030015507712960243,
0.06129669025540352,
0.039418354630470276,
-0.005330516491085291,
0.030637722462415695,
-0.019906694069504738,
0.090422622859478,
0.0028084591031074524,
0.07655999809503555,
0.011166145093739033,
-0.08322654664516449,
-0.053396858274936676,
-0.044344305992126465,
0.003279126016423106,
-0.05998292937874794,
-0.00820799358189106,
-0.026094593107700348,
0.09099583327770233,
-0.02392234280705452,
-0.04169326275587082,
-0.03899403288960457,
0.0784657821059227,
0.05162350833415985,
0.03162701427936554,
0.06779920309782028,
-6.700715715624028e-8,
-0.05644615367054939,
-0.08518519252538681,
-0.017546847462654114,
0.018623311072587967,
-0.03981199115514755,
0.031723491847515106,
0.02858342044055462,
-0.14871421456336975,
-0.0177703145891428,
-0.049942418932914734,
0.04025581106543541,
0.0164626631885767,
-0.06868109107017517,
0.025466108694672585,
-0.03692740947008133,
0.018368106335401535,
-0.10274559259414673,
0.0746605396270752,
-0.003684402210637927,
-0.05738699436187744,
-0.0057601649314165115,
0.0380994938313961,
0.02163616195321083,
-0.011607232503592968,
-0.0003570574917830527,
0.05556398630142212,
-0.11598909646272659,
0.0043788691982626915,
0.009379315190017223,
0.0006624339148402214,
0.04818335920572281,
-0.05665498971939087,
0.036850884556770325,
-0.05481240525841713,
-0.005369011778384447,
-0.06527385115623474,
-0.03163868933916092,
-0.03210750222206116,
0.019008290022611618,
0.02885069139301777,
0.047509483993053436,
0.015231127850711346,
0.07130039483308792,
0.04337000101804733,
-0.02372238039970398,
0.0035874079912900925,
0.04279908910393715,
-0.014471977949142456,
0.03510167822241783,
0.03963124752044678,
-0.026831498369574547,
-0.0747373104095459,
0.003870343090966344,
0.033351246267557144,
0.07415664196014404,
-0.011180322617292404,
-0.0012440033024176955,
0.06485243141651154,
-0.029638590291142464,
0.07195505499839783,
0.04348490387201309,
0.0557243712246418,
-0.003303268924355507,
0.05725855752825737
] |
huggingtweets/ppinheirochagas | b7c22f596eca05a22e9ce0c4a282b3637325caf1 | 2022-06-02T17:24:17.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/ppinheirochagas | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/ppinheirochagas/1654190652962/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1510853995690033153/-mRCiWB0_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI BOT π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Pedro Pinheiro-Chagas</div>
<div style="text-align: center; font-size: 14px;">@ppinheirochagas</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Pedro Pinheiro-Chagas.
| Data | Pedro Pinheiro-Chagas |
| --- | --- |
| Tweets downloaded | 1001 |
| Retweets | 658 |
| Short tweets | 95 |
| Tweets kept | 248 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/1f73x4s5/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @ppinheirochagas's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/10v1i51v) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/10v1i51v/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/ppinheirochagas')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.011200872249901295,
0.1212436780333519,
-0.01798056624829769,
0.049808427691459656,
0.17688173055648804,
-0.016301270574331284,
-0.04168682545423508,
0.027297545224428177,
0.08196187764406204,
-0.06061222776770592,
0.0010514928726479411,
0.07170139253139496,
0.01500670425593853,
-0.0318186916410923,
-0.008709805086255074,
0.03369981423020363,
-0.08960914611816406,
-0.03891525790095329,
-0.05347050726413727,
0.01738169975578785,
-0.0804661437869072,
-0.0903840884566307,
0.07518243044614792,
-0.04726073145866394,
-0.050633903592824936,
0.07401681691408157,
-0.009174158796668053,
0.055207204073667526,
-0.01623290777206421,
-0.02201266959309578,
-0.04513728246092796,
0.03517882898449898,
0.044892631471157074,
0.03392043337225914,
-0.02938339114189148,
0.019592752680182457,
-0.02232218161225319,
0.02963523007929325,
-0.05261625349521637,
0.0109147559851408,
-0.015894848853349686,
-0.10371134430170059,
0.05596727505326271,
0.03774714097380638,
-0.02995389886200428,
-0.02600550279021263,
-0.011457277461886406,
-0.002385837258771062,
-0.058373287320137024,
0.03141845762729645,
-0.050484661012887955,
-0.053362634032964706,
0.0005077417008578777,
-0.0025532725267112255,
0.01624608412384987,
0.06277671456336975,
0.024634869769215584,
-0.05353175476193428,
0.07825401425361633,
-0.025035865604877472,
0.10768591612577438,
0.08377682417631149,
0.08726178854703903,
0.002056265017017722,
0.009274712763726711,
-0.014009574428200722,
-0.07077348977327347,
0.03542295843362808,
-0.03117549419403076,
-0.014116475358605385,
0.03004940040409565,
0.004162007477134466,
-0.02891829051077366,
-0.05058515816926956,
0.0643562376499176,
-0.03698696196079254,
-0.0172833614051342,
0.02787288837134838,
-0.016108933836221695,
0.06851816177368164,
0.0369054451584816,
-0.061515942215919495,
0.0017939810641109943,
-0.03148786351084709,
0.05636442080140114,
0.028026605024933815,
0.007938209921121597,
-0.10739435255527496,
-0.02170351892709732,
0.024620521813631058,
-0.01337479054927826,
-0.017293429002165794,
-0.0019637050572782755,
0.041246600449085236,
-0.04791257157921791,
0.02375670336186886,
-0.050784461200237274,
-0.15427136421203613,
-0.11680868268013,
0.06437220424413681,
0.007911146618425846,
-0.053156472742557526,
0.06105762720108032,
0.019480962306261063,
0.01684902049601078,
-0.036817215383052826,
-0.02977144718170166,
0.00661608437076211,
-0.004120700992643833,
-0.0052765109576284885,
0.041742388159036636,
-0.04415673762559891,
-0.10480215400457382,
0.014949031174182892,
-0.030256206169724464,
-0.0974409207701683,
-0.01132888998836279,
0.04275353252887726,
0.08299782872200012,
-0.018820403143763542,
0.04799375310540199,
0.14840301871299744,
-0.034391939640045166,
-0.09360180795192719,
0.00503092585131526,
0.02956491708755493,
-0.05494830757379532,
1.1462522390724538e-32,
0.0547589547932148,
-0.0019472403218969703,
-0.0564437098801136,
0.03742494806647301,
0.1272057443857193,
-0.0008994173258543015,
-0.010834069922566414,
-0.031019145622849464,
-0.08395262807607651,
-0.007147777825593948,
0.07254870980978012,
0.025735601782798767,
0.012115754187107086,
0.014105803333222866,
0.007911445572972298,
-0.0902295857667923,
-0.01794416643679142,
-0.00507383095100522,
-0.023637909442186356,
0.01950952224433422,
-0.11230870336294174,
0.042936693876981735,
-0.03894134610891342,
-0.0643506795167923,
-0.05536282807588577,
0.024554379284381866,
0.07303160429000854,
-0.0454707108438015,
-0.00006122303602751344,
0.0033576330170035362,
-0.04661574214696884,
-0.012545379810035229,
0.05950834974646568,
-0.04753020405769348,
0.04593643918633461,
0.0157940536737442,
0.0047701699659228325,
-0.08541892468929291,
-0.00450192391872406,
0.043034955859184265,
-0.02967018447816372,
-0.05094386264681816,
0.054405201226472855,
-0.03561466932296753,
-0.05403590574860573,
0.08542989939451218,
0.13564325869083405,
0.02128569222986698,
-0.02916332148015499,
-0.04923743009567261,
-0.03046618402004242,
-0.009401116520166397,
-0.05120556429028511,
-0.11266931891441345,
-0.010816048830747604,
-0.08700018376111984,
0.004963550250977278,
0.021213432773947716,
0.04360745847225189,
-0.040127791464328766,
-0.003877504961565137,
-0.06570658832788467,
0.031132329255342484,
-0.08525507152080536,
0.028537560254335403,
0.03942280635237694,
-0.08700892329216003,
-0.03901243582367897,
0.04792598634958267,
-0.04383312165737152,
-0.02761668525636196,
-0.0022958945482969284,
0.10885313153266907,
-0.041440654546022415,
-0.04511036351323128,
0.0428454726934433,
-0.016179446130990982,
-0.04894615709781647,
-0.02696840837597847,
0.026663189753890038,
-0.053277209401130676,
0.00871837418526411,
0.02455883100628853,
-0.0007147752912715077,
-0.02133411355316639,
-0.00848635844886303,
-0.009855156764388084,
-0.04706158488988876,
0.018359841778874397,
-0.0019523408263921738,
-0.10232435911893845,
-0.00818661879748106,
0.04182220995426178,
-0.08772366493940353,
-0.07961791753768921,
-1.1893890613909916e-32,
0.05049068108201027,
0.00679774908348918,
-0.007613614667207003,
0.04324866831302643,
0.10211939364671707,
0.050824832171201706,
0.04208765923976898,
0.05291600152850151,
0.009700873866677284,
0.0003044402983505279,
0.04592413827776909,
-0.031083177775144577,
-0.08828245103359222,
-0.03207027167081833,
0.022101502865552902,
0.025302017107605934,
0.06981510668992996,
-0.02522045187652111,
-0.0418352335691452,
0.03919687867164612,
0.016384541988372803,
0.03259826451539993,
-0.014938507229089737,
0.08944263309240341,
-0.07582458853721619,
-0.01008679997175932,
0.07911086827516556,
-0.01830556057393551,
-0.015416722744703293,
0.014613001607358456,
-0.059185512363910675,
-0.08336012810468674,
-0.02417629584670067,
0.057094037532806396,
0.05766044557094574,
0.0003165381494909525,
-0.06160520017147064,
-0.048645369708538055,
-0.02721390314400196,
-0.041094619780778885,
0.01145030278712511,
-0.0893910825252533,
-0.061106570065021515,
-0.012839267961680889,
0.030981361865997314,
-0.04740937799215317,
0.044693056493997574,
-0.014359205029904842,
0.002135159447789192,
0.05885852128267288,
0.04041951149702072,
0.04634910076856613,
-0.026791952550411224,
-0.017730217427015305,
-0.024150891229510307,
-0.08666135370731354,
-0.04936273396015167,
0.028146687895059586,
0.019795022904872894,
0.03310779482126236,
0.03171994164586067,
0.02500234544277191,
-0.017601070925593376,
0.02541060745716095,
0.066384457051754,
0.045734282582998276,
-0.06902388483285904,
0.039250340312719345,
-0.06766871362924576,
0.005704273469746113,
0.029181642457842827,
0.07248075306415558,
0.04287293180823326,
-0.013947118073701859,
0.046256426721811295,
-0.023044077679514885,
0.09173301607370377,
0.007118789944797754,
0.07418090850114822,
0.0006627726252190769,
-0.08041424304246902,
-0.05530533939599991,
-0.043630123138427734,
0.006215168163180351,
-0.05567630007863045,
-0.0176493301987648,
-0.024064108729362488,
0.09680937230587006,
-0.023628508672118187,
-0.04034120589494705,
-0.04241103678941727,
0.07845640927553177,
0.06112583726644516,
0.03599007800221443,
0.0718311220407486,
-6.742185121311195e-8,
-0.044654298573732376,
-0.09333637356758118,
-0.012937657535076141,
0.01010989211499691,
-0.034852832555770874,
0.0372680127620697,
0.0290757454931736,
-0.15219765901565552,
-0.015469709411263466,
-0.05221346393227577,
0.049655113369226456,
0.012788603082299232,
-0.07679861783981323,
0.02339235693216324,
-0.032144661992788315,
0.02188003621995449,
-0.10205934196710587,
0.07756149768829346,
-0.005971571896225214,
-0.06114639714360237,
-0.003768978640437126,
0.037282366305589676,
0.019601082429289818,
-0.02233339287340641,
0.0013294107047840953,
0.054551247507333755,
-0.12016317248344421,
-0.0013952137669548392,
0.006850976962596178,
-0.000398858857806772,
0.046196453273296356,
-0.06266101449728012,
0.028882304206490517,
-0.056951578706502914,
-0.007736972067505121,
-0.06890907883644104,
-0.027785759419202805,
-0.03238857537508011,
0.0213485024869442,
0.03214108198881149,
0.038889430463314056,
0.02595808357000351,
0.06699974834918976,
0.04619274288415909,
-0.03149539232254028,
0.009555390104651451,
0.040280308574438095,
-0.009370873682200909,
0.02572343870997429,
0.0426647774875164,
-0.027764474973082542,
-0.0758354663848877,
0.011144236661493778,
0.02936749905347824,
0.06759115308523178,
-0.01260355580598116,
-0.005123291630297899,
0.06188713759183884,
-0.02795928157866001,
0.07059013843536377,
0.04570445790886879,
0.05419890210032463,
-0.003260308178141713,
0.06277298182249069
] |
huggingtweets/rauschermri | 7feda5e6c7717e00411660d8fa24f13d726e404c | 2022-06-02T18:12:11.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/rauschermri | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/rauschermri/1654193526819/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1504854177993744386/k8Tb-5zg_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI BOT π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Alexander Rauscher</div>
<div style="text-align: center; font-size: 14px;">@rauschermri</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Alexander Rauscher.
| Data | Alexander Rauscher |
| --- | --- |
| Tweets downloaded | 3245 |
| Retweets | 651 |
| Short tweets | 253 |
| Tweets kept | 2341 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/clzasreo/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @rauschermri's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/e0w0wjmj) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/e0w0wjmj/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/rauschermri')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.006508836522698402,
0.11607757210731506,
-0.018829576671123505,
0.057362936437129974,
0.17626069486141205,
-0.025714300572872162,
-0.040931642055511475,
0.01956479623913765,
0.07654664665460587,
-0.05981672927737236,
-0.004325374029576778,
0.06779637932777405,
0.00970388948917389,
-0.02693658508360386,
-0.010333276353776455,
0.033177994191646576,
-0.08851722627878189,
-0.03203543275594711,
-0.06158067286014557,
0.03996600955724716,
-0.07622980326414108,
-0.09682635217905045,
0.07684255391359329,
-0.04560520872473717,
-0.052673909813165665,
0.07625997811555862,
-0.0038751382380723953,
0.05060684680938721,
-0.015980402007699013,
-0.039134204387664795,
-0.04428277909755707,
0.0462721548974514,
0.04705143719911575,
0.033712662756443024,
-0.01940324157476425,
0.006462043151259422,
-0.014185925014317036,
0.02833910472691059,
-0.06304094940423965,
-0.010468520224094391,
-0.017299288883805275,
-0.0985073670744896,
0.06184839829802513,
0.04034167528152466,
-0.0293885525316,
-0.022470999509096146,
-0.014780808240175247,
-0.003415825078263879,
-0.048244934529066086,
0.025507064536213875,
-0.05128495395183563,
-0.05125957727432251,
-0.005041778087615967,
-0.0045391712337732315,
0.02069375105202198,
0.06717905402183533,
0.027824578806757927,
-0.05638577789068222,
0.07402323931455612,
-0.02520306594669819,
0.10433104634284973,
0.08546709269285202,
0.07974186539649963,
0.010676736012101173,
0.005120215937495232,
-0.010846378281712532,
-0.06728941947221756,
0.03100678138434887,
-0.029463432729244232,
-0.014268340542912483,
0.031215760856866837,
0.004432118963450193,
-0.032407719641923904,
-0.05642096325755119,
0.07227066904306412,
-0.02957051247358322,
-0.01933244802057743,
0.02970711886882782,
-0.013886711560189724,
0.06063154712319374,
0.02915460430085659,
-0.06051718071103096,
-0.008792019449174404,
-0.021751049906015396,
0.048008933663368225,
0.03797503933310509,
0.010779311880469322,
-0.1146932914853096,
-0.014790327288210392,
0.023783842101693153,
-0.014617144130170345,
-0.015220296569168568,
-0.006147921551018953,
0.046338509768247604,
-0.04721106216311455,
0.0230473093688488,
-0.04693114012479782,
-0.15582656860351562,
-0.10970662534236908,
0.06840533763170242,
0.00859982892870903,
-0.04742373898625374,
0.059775639325380325,
0.017844490706920624,
0.013855892233550549,
-0.03998199477791786,
-0.02437789924442768,
0.005549476947635412,
-0.014621182344853878,
-0.005530579946935177,
0.04449755698442459,
-0.05284414440393448,
-0.10379505157470703,
0.02444307878613472,
-0.03015143796801567,
-0.09391403198242188,
-0.008171754889190197,
0.043023157864809036,
0.08738012611865997,
-0.01990744099020958,
0.04806133732199669,
0.14812776446342468,
-0.0363917276263237,
-0.09335695207118988,
0.008218730799853802,
0.01836533099412918,
-0.061096563935279846,
1.0701599918182316e-32,
0.05058398097753525,
0.0014129352057352662,
-0.06395310908555984,
0.04211210831999779,
0.13772927224636078,
-0.002733317669481039,
0.0027491662185639143,
-0.030297545716166496,
-0.081087626516819,
0.007469162344932556,
0.0686136856675148,
0.03645588830113411,
0.00982795748859644,
0.016648748889565468,
0.008480329997837543,
-0.08449812233448029,
-0.01782621070742607,
-0.0014597000554203987,
-0.03993690758943558,
0.0273598562926054,
-0.10403090715408325,
0.04878559336066246,
-0.03904445469379425,
-0.06408718973398209,
-0.050552766770124435,
0.024410536512732506,
0.055794425308704376,
-0.04223405197262764,
0.003032110398635268,
0.005118282977491617,
-0.04064304754137993,
-0.020153433084487915,
0.053253334015607834,
-0.038959749042987823,
0.04065871983766556,
0.022711941972374916,
0.01868402026593685,
-0.08244775980710983,
-0.012731232680380344,
0.04637007787823677,
-0.0362052284181118,
-0.048137206584215164,
0.05325008183717728,
-0.023202339187264442,
-0.0549292266368866,
0.06951625645160675,
0.1449170708656311,
0.020795021206140518,
-0.034371841698884964,
-0.052239224314689636,
-0.032486867159605026,
-0.010842941701412201,
-0.038911618292331696,
-0.12067734450101852,
-0.01828066073358059,
-0.08918986469507217,
0.011245688423514366,
0.01946926862001419,
0.03945154696702957,
-0.03190881758928299,
-0.00418050866574049,
-0.06526199728250504,
0.021886862814426422,
-0.08483408391475677,
0.024679962545633316,
0.03183971345424652,
-0.08890678733587265,
-0.03132592514157295,
0.048217471688985825,
-0.04655948653817177,
-0.03210344910621643,
-0.0019904591608792543,
0.11388052999973297,
-0.0347151905298233,
-0.047499001026153564,
0.04566904902458191,
-0.01613970473408699,
-0.04151114076375961,
-0.02848181128501892,
0.018491527065634727,
-0.055764809250831604,
0.030462319031357765,
0.018930256366729736,
0.006484267767518759,
-0.019586648792028427,
0.0008997974800877273,
-0.013784149661660194,
-0.047143347561359406,
0.009836619719862938,
-0.0048772478476166725,
-0.10315447300672531,
-0.01326932106167078,
0.05552555248141289,
-0.08737776428461075,
-0.08085984736680984,
-1.1511713155886604e-32,
0.05564281344413757,
0.0011602564482018352,
-0.0004961803206242621,
0.04464668780565262,
0.10566750168800354,
0.04480467736721039,
0.0452457033097744,
0.052204035222530365,
0.006415577605366707,
-0.0033181915059685707,
0.04462670534849167,
-0.02853076532483101,
-0.08278689533472061,
-0.01971522904932499,
0.022350028157234192,
0.025118757039308548,
0.06278577446937561,
-0.024526210501790047,
-0.0386328250169754,
0.0452200211584568,
0.01195589080452919,
0.04608875513076782,
-0.01534696202725172,
0.08983192592859268,
-0.07442208379507065,
-0.012479121796786785,
0.06926125288009644,
-0.0196896530687809,
-0.02173353172838688,
0.016805224120616913,
-0.05942573770880699,
-0.09296316653490067,
-0.02669385075569153,
0.049411673098802567,
0.06115999445319176,
0.005123940296471119,
-0.06736637651920319,
-0.04179790988564491,
-0.03373634070158005,
-0.04555439203977585,
-0.007730359211564064,
-0.0844184160232544,
-0.05804622918367386,
-0.011183332651853561,
0.04041273891925812,
-0.04160727560520172,
0.04360594227910042,
-0.009757796302437782,
0.0057312739081680775,
0.06063760071992874,
0.03467923775315285,
0.04129282385110855,
-0.0263231098651886,
-0.02609807625412941,
-0.01865357719361782,
-0.08018583804368973,
-0.04937637969851494,
0.02934151701629162,
0.022831890732049942,
0.04061448946595192,
0.03862263634800911,
0.02394893765449524,
-0.028933634981513023,
0.016562828794121742,
0.06487057358026505,
0.05937131494283676,
-0.0743914321064949,
0.03317103162407875,
-0.07110535353422165,
0.005552792921662331,
0.02259961888194084,
0.06820926815271378,
0.03199850395321846,
-0.011325626634061337,
0.03635302558541298,
-0.023937860503792763,
0.09385021775960922,
-0.009838057681918144,
0.07990633696317673,
0.006873931735754013,
-0.09264960139989853,
-0.05588122084736824,
-0.04840371385216713,
0.010137929581105709,
-0.054459962993860245,
-0.01431969739496708,
-0.025068560615181923,
0.09581480175256729,
-0.024662647396326065,
-0.03834269568324089,
-0.04711013659834862,
0.07462260127067566,
0.058937009423971176,
0.027188552543520927,
0.06599907577037811,
-6.669829133443272e-8,
-0.04664449766278267,
-0.07792038470506668,
-0.01491941511631012,
0.007357539143413305,
-0.031069736927747726,
0.03377754986286163,
0.028251146897673607,
-0.15572531521320343,
-0.019785091280937195,
-0.057553764432668686,
0.04890363663434982,
0.010847131721675396,
-0.07328005880117416,
0.028706634417176247,
-0.033747922629117966,
0.022818226367235184,
-0.09490293264389038,
0.08448972553014755,
-0.015229776501655579,
-0.0683969035744667,
-0.001424111076630652,
0.03942597657442093,
0.02571616880595684,
-0.022503508254885674,
0.004567646887153387,
0.03965417295694351,
-0.12035147845745087,
0.005362409166991711,
0.010921486653387547,
0.004630339797586203,
0.047966379672288895,
-0.05704164132475853,
0.03157723322510719,
-0.05575907602906227,
-0.00997009128332138,
-0.07400982826948166,
-0.03167320415377617,
-0.027171049267053604,
0.020327817648649216,
0.026858804747462273,
0.046088460832834244,
0.020513948053121567,
0.07025210559368134,
0.047409575432538986,
-0.02720094658434391,
0.005962912458926439,
0.03813232481479645,
-0.01428304798901081,
0.026791712269186974,
0.04710795357823372,
-0.025288637727499008,
-0.07772403210401535,
0.010258776135742664,
0.030194846913218498,
0.07225741446018219,
-0.01732623018324375,
-0.013227231800556183,
0.06373590975999832,
-0.025527801364660263,
0.07056239992380142,
0.04740113765001297,
0.05435475334525108,
-0.0022180736996233463,
0.06601915508508682
] |
victorlee071200/distilbert-base-uncased-finetuned-squad | 12bea89b51aee18d0315235fc9d5f2ab694ce6bd | 2022-06-02T20:55:20.000Z | [
"pytorch",
"tensorboard",
"distilbert",
"question-answering",
"dataset:squad",
"transformers",
"generated_from_trainer",
"license:apache-2.0",
"model-index",
"autotrain_compatible"
] | question-answering | false | victorlee071200 | null | victorlee071200/distilbert-base-uncased-finetuned-squad | 0 | null | transformers | ---
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- squad
model-index:
- name: distilbert-base-uncased-finetuned-squad
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# distilbert-base-uncased-finetuned-squad
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the squad dataset.
It achieves the following results on the evaluation set:
- Loss: 1.1458
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
### Training results
| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:-----:|:---------------:|
| 1.2145 | 1.0 | 5533 | 1.1624 |
| 0.9531 | 2.0 | 11066 | 1.1257 |
| 0.7566 | 3.0 | 16599 | 1.1458 |
### Framework versions
- Transformers 4.19.2
- Pytorch 1.11.0+cu113
- Datasets 2.2.2
- Tokenizers 0.12.1
| [
-0.08179478347301483,
-0.02715453878045082,
-0.033657871186733246,
0.05012248829007149,
0.060258232057094574,
0.007652443367987871,
-0.04012010991573334,
0.017339274287223816,
-0.09262777119874954,
-0.10219115018844604,
0.06576555967330933,
-0.046368278563022614,
0.008772296831011772,
-0.060105100274086,
-0.06248054280877113,
0.030134396627545357,
0.08812990039587021,
-0.030754147097468376,
-0.12144901603460312,
0.02244292013347149,
0.006566735915839672,
0.014840402640402317,
0.0034192970488220453,
0.041679684072732925,
-0.05027191340923309,
-0.003839001292362809,
-0.05307135358452797,
0.0491226390004158,
0.015781909227371216,
-0.0837382897734642,
0.04181310907006264,
-0.020090991631150246,
0.038490958511829376,
0.05691647529602051,
0.01110385823994875,
0.05686706677079201,
0.01434421632438898,
-0.05140234902501106,
0.029935622587800026,
0.005786502733826637,
0.026910264045000076,
-0.028725791722536087,
-0.05277165770530701,
0.08811577409505844,
0.03833962231874466,
0.04122738912701607,
-0.03558632358908653,
-0.06441933661699295,
-0.027503689751029015,
-0.01849624700844288,
-0.08968611806631088,
-0.08874520659446716,
0.09025152772665024,
-0.01805713400244713,
-0.035386502742767334,
0.013990706764161587,
-0.014701797626912594,
-0.03509727492928505,
-0.05228523164987564,
-0.01932353898882866,
-0.023700721561908722,
-0.011806769296526909,
-0.07214920222759247,
-0.05195154622197151,
-0.10035901516675949,
-0.046511583030223846,
0.03539614379405975,
0.003739674109965563,
0.1337658166885376,
-0.029945069923996925,
0.07414679229259491,
0.03966299071907997,
-0.015242176130414009,
0.01846136897802353,
-0.025592003017663956,
0.10161316394805908,
0.01750202476978302,
0.06109163165092468,
0.0889367088675499,
-0.12045413255691528,
-0.02956385537981987,
-0.07623036205768585,
0.04457782208919525,
-0.03035014681518078,
0.06793656200170517,
0.003313968190923333,
0.03320815786719322,
0.01345866359770298,
0.041479457169771194,
0.036344628781080246,
-0.01816125400364399,
0.02060236781835556,
-0.003056564833968878,
0.0342109389603138,
-0.025833670049905777,
0.048413701355457306,
0.04320908337831497,
0.02469920553267002,
-0.0834437906742096,
0.12734286487102509,
-0.03397783264517784,
0.032002344727516174,
0.03461165353655815,
0.008380035869777203,
-0.039937421679496765,
-0.017863722518086433,
0.005155771970748901,
0.07698047906160355,
0.04892130568623543,
-0.05638932064175606,
0.03851252421736717,
0.030324021354317665,
-0.04423368349671364,
0.0165287796407938,
-0.004992912523448467,
0.061786554753780365,
-0.007460784167051315,
0.034091074019670486,
-0.06671136617660522,
0.11101124435663223,
0.003972226288169622,
-0.04895388334989548,
0.0029580106493085623,
-0.00035958815715275705,
-0.03627026453614235,
-0.05180426687002182,
-0.10553334653377533,
2.531856507275831e-33,
0.06716041266918182,
0.02448999136686325,
-0.05259520560503006,
-0.012699785642325878,
0.016894085332751274,
-0.0008757830364629626,
0.0019023384666070342,
0.012978061102330685,
-0.048525627702474594,
0.013213247992098331,
-0.06647226959466934,
-0.016384432092308998,
-0.02389018051326275,
0.07230950891971588,
0.016854792833328247,
-0.05538790300488472,
-0.03070896491408348,
0.057690612971782684,
0.059338998049497604,
0.01958359032869339,
0.06642807275056839,
0.060675978660583496,
-0.06295555084943771,
-0.08324304968118668,
-0.015674641355872154,
0.0669010579586029,
-0.02376413717865944,
0.00037765083834528923,
0.006091374903917313,
0.07535036653280258,
-0.004041778389364481,
-0.005898343399167061,
-0.015655066817998886,
0.0401412695646286,
-0.030062299221754074,
0.0026618242263793945,
-0.04192681983113289,
-0.015848439186811447,
0.028749480843544006,
-0.01597338728606701,
0.03060356341302395,
-0.0030043928418308496,
0.03476996719837189,
-0.05801279842853546,
-0.06969205290079117,
-0.043181926012039185,
0.04686501994729042,
0.022393053397536278,
0.04042290896177292,
-0.03944937139749527,
-0.05285799875855446,
-0.026501581072807312,
0.0713965967297554,
-0.09904605895280838,
-0.08131241053342819,
0.03280148282647133,
0.048121288418769836,
0.12397336959838867,
-0.013200542889535427,
-0.008263368159532547,
0.023236190900206566,
0.08102055639028549,
-0.0107598677277565,
0.02214914746582508,
-0.042824264615774155,
-0.04933515936136246,
-0.06598737835884094,
-0.040480490773916245,
0.043172888457775116,
0.0023426886182278395,
-0.07406867295503616,
0.0013938979245722294,
-0.01179396640509367,
-0.011544168926775455,
0.062008656561374664,
-0.12086700648069382,
0.03854519873857498,
0.008892902173101902,
-0.022527677938342094,
-0.03052402473986149,
-0.017961978912353516,
0.10221666097640991,
-0.033731043338775635,
-0.043404411524534225,
-0.018756072968244553,
-0.025077171623706818,
-0.008412891998887062,
0.003352249739691615,
0.002803086768835783,
-0.0011797985062003136,
0.002805983414873481,
0.00661346735432744,
-0.08263210952281952,
-0.012876730412244797,
0.01224712748080492,
-3.210008749156809e-33,
0.018449021503329277,
0.03203731030225754,
-0.02236255630850792,
0.09293694794178009,
0.05639572814106941,
0.01647099480032921,
0.05126117914915085,
0.12687942385673523,
-0.0271631870418787,
-0.0188958328217268,
0.0964786633849144,
-0.008238082751631737,
-0.11358483880758286,
-0.06606171280145645,
0.0037238989025354385,
0.028102071955800056,
-0.0984017550945282,
-0.047585323452949524,
0.02282455749809742,
-0.03838963434100151,
0.009221119806170464,
0.06067119538784027,
-0.033635541796684265,
0.043417058885097504,
-0.003995540086179972,
-0.006522923242300749,
-0.009974999353289604,
0.08826176077127457,
0.10788077116012573,
0.029044650495052338,
0.02320917323231697,
-0.027887169271707535,
-0.023544859141111374,
0.028947576880455017,
-0.04696864262223244,
0.02012191154062748,
0.004328287672251463,
-0.006600308697670698,
-0.017485391348600388,
0.14556199312210083,
0.004347794223576784,
0.05111028626561165,
-0.06536837667226791,
0.06644998490810394,
0.01528584212064743,
-0.009670177474617958,
0.037835028022527695,
-0.07076572626829147,
0.00427838834002614,
-0.013837148435413837,
0.022068500518798828,
-0.03692181035876274,
-0.11910085380077362,
0.019737379625439644,
-0.03782587870955467,
-0.04891982302069664,
0.006012908648699522,
0.011905948631465435,
-0.07313259690999985,
0.028656508773565292,
-0.012178554199635983,
0.0177694633603096,
-0.09436559677124023,
0.012264328077435493,
-0.03435889631509781,
-0.0318697951734066,
-0.09562426805496216,
0.07159623503684998,
-0.01011163555085659,
0.02579839900135994,
-0.03751590847969055,
0.004219210706651211,
0.05382859334349632,
0.01948905736207962,
-0.030529391020536423,
-0.006828037090599537,
-0.05596883222460747,
0.01340406946837902,
0.0112380376085639,
-0.05300915986299515,
-0.06352014094591141,
-0.002197769470512867,
0.016967130824923515,
0.07071862369775772,
0.1099720224738121,
0.06386833637952805,
0.0712452083826065,
0.13601994514465332,
-0.023829733952879906,
-0.05990827828645706,
0.06861445307731628,
-0.029456306248903275,
0.03768061101436615,
0.14268383383750916,
0.01625923439860344,
-5.8515933432090605e-8,
0.01765279285609722,
0.03780089318752289,
-0.011996131390333176,
0.07791543006896973,
0.016810333356261253,
-0.03757954761385918,
0.014101926237344742,
0.03272183984518051,
-0.037539370357990265,
0.03201165050268173,
0.03938247635960579,
0.029061434790492058,
-0.13737773895263672,
-0.014940437860786915,
-0.011349054053425789,
0.04332318902015686,
-0.027700170874595642,
0.11649148911237717,
-0.039621751755476,
-0.013287737034261227,
0.006687645334750414,
-0.028551213443279266,
-0.007260487414896488,
-0.045522887259721756,
0.06961064785718918,
-0.06961695104837418,
-0.0775991827249527,
0.02321399748325348,
-0.09186310321092606,
0.03027907758951187,
0.007176985964179039,
0.012928484007716179,
-0.003489369759336114,
-0.06094289943575859,
0.029119445011019707,
0.11072197556495667,
-0.06512439250946045,
-0.06998277455568314,
0.0421283021569252,
0.05385832116007805,
-0.0015854202210903168,
0.03247158229351044,
-0.054721686989068985,
0.0009678337955847383,
0.09988625347614288,
-0.013839012943208218,
0.022356854751706123,
-0.06631788611412048,
0.007357150316238403,
-0.01020378153771162,
0.07200158387422562,
-0.007783118169754744,
-0.06154397502541542,
0.016844719648361206,
0.022218190133571625,
0.039973266422748566,
-0.036103758960962296,
-0.062462832778692245,
0.01120127271860838,
0.0074053495191037655,
0.014388610608875751,
-0.04860371723771095,
0.02055586315691471,
-0.0274066049605608
] |
roshnir/mBert-finetuned-mlqa-dev-ar-hi | baa8582a3f202c5b8387fad95b0f32b74cd016a7 | 2022-06-02T20:27:21.000Z | [
"pytorch",
"bert",
"question-answering",
"transformers",
"autotrain_compatible"
] | question-answering | false | roshnir | null | roshnir/mBert-finetuned-mlqa-dev-ar-hi | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
huggingtweets/mrikasper | 055f8a83161adba5971719e61b6c7aa066ba3fab | 2022-06-02T21:40:46.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/mrikasper | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/mrikasper/1654206041092/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/914206875419332608/26FrQMV2_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI BOT π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Lars Kasper</div>
<div style="text-align: center; font-size: 14px;">@mrikasper</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Lars Kasper.
| Data | Lars Kasper |
| --- | --- |
| Tweets downloaded | 475 |
| Retweets | 113 |
| Short tweets | 10 |
| Tweets kept | 352 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/3lbnyiin/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @mrikasper's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/1y754vcz) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/1y754vcz/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/mrikasper')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.006206273566931486,
0.12228472530841827,
-0.011188925243914127,
0.05551542341709137,
0.1702442318201065,
-0.021438173949718475,
-0.0372859463095665,
0.02441667579114437,
0.08024702221155167,
-0.05993096902966499,
-0.0011712663108482957,
0.07234052568674088,
0.015860524028539658,
-0.03166768327355385,
-0.005338830407708883,
0.03827694430947304,
-0.08230114728212357,
-0.030956773087382317,
-0.06381122022867203,
0.03038894571363926,
-0.08591683208942413,
-0.09297490119934082,
0.08231917023658752,
-0.04455757141113281,
-0.04340257868170738,
0.07285487651824951,
-0.0006427805055864155,
0.050661470741033554,
-0.00708494009450078,
-0.022151939570903778,
-0.039872415363788605,
0.03895953670144081,
0.046792417764663696,
0.04280613362789154,
-0.027000239118933678,
0.026775866746902466,
-0.016678499057888985,
0.030315477401018143,
-0.06365606933832169,
0.0007908488623797894,
-0.016306279227137566,
-0.10342404246330261,
0.0444062165915966,
0.037124574184417725,
-0.027919938787817955,
-0.03226364776492119,
-0.020711014047265053,
-0.0011916763614863157,
-0.0624844953417778,
0.026036223396658897,
-0.054524511098861694,
-0.05476347357034683,
0.0020261018071323633,
0.0032766417134553194,
0.019825458526611328,
0.06483503431081772,
0.0294025968760252,
-0.046198539435863495,
0.07806125283241272,
-0.02829570509493351,
0.10419732332229614,
0.08645451068878174,
0.09021603316068649,
-0.001406529569067061,
0.004764796234667301,
-0.011305862106382847,
-0.07224282622337341,
0.03918936103582382,
-0.0301494337618351,
-0.013857313431799412,
0.030803201720118523,
-0.006571383215487003,
-0.03021455928683281,
-0.045348912477493286,
0.0654892697930336,
-0.03995147719979286,
-0.016917631030082703,
0.02812013030052185,
-0.013440140523016453,
0.059031181037425995,
0.03429367020726204,
-0.05720911920070648,
0.010521803982555866,
-0.03004114143550396,
0.04742315784096718,
0.032240185886621475,
0.00540573988109827,
-0.10914560407400131,
-0.020622076466679573,
0.023533698171377182,
-0.015556387603282928,
-0.02029963582754135,
-0.012213185429573059,
0.04214584082365036,
-0.04272818937897682,
0.01834297738969326,
-0.05223521590232849,
-0.14817671477794647,
-0.11328739672899246,
0.06348774582147598,
0.010180561803281307,
-0.049315258860588074,
0.06469333916902542,
0.019164150580763817,
0.004586599301546812,
-0.04021213576197624,
-0.030253231525421143,
0.0076715233735740185,
-0.01242094486951828,
-0.016245827078819275,
0.0420357920229435,
-0.05624084547162056,
-0.10970956832170486,
0.021043265238404274,
-0.03255417197942734,
-0.10193443298339844,
-0.006951884366571903,
0.04410162195563316,
0.09363998472690582,
-0.02477976121008396,
0.04927287623286247,
0.15082840621471405,
-0.03376278653740883,
-0.09858298301696777,
-0.0003594060835894197,
0.02493256703019142,
-0.055417124181985855,
1.0967977223654216e-32,
0.05457168072462082,
0.004508376587182283,
-0.06280568987131119,
0.04306383058428764,
0.12722191214561462,
-0.008525693789124489,
-0.006071091629564762,
-0.03452283516526222,
-0.08874951303005219,
0.001092987135052681,
0.07619865983724594,
0.03415822237730026,
0.009421729482710361,
0.014778535813093185,
-0.0008429863955825567,
-0.08722420036792755,
-0.015245205722749233,
-0.009195597842335701,
-0.027199791744351387,
0.025331096723675728,
-0.10907331854104996,
0.04537145793437958,
-0.039349231868982315,
-0.058514468371868134,
-0.052091486752033234,
0.016552213579416275,
0.06492502987384796,
-0.04899207875132561,
0.006299890577793121,
0.0026940826792269945,
-0.04831300675868988,
-0.01905994303524494,
0.0640522688627243,
-0.0516640767455101,
0.04341529682278633,
0.01599816419184208,
0.015454210340976715,
-0.08049296587705612,
-0.01666617952287197,
0.03920204937458038,
-0.03558119013905525,
-0.04362079128623009,
0.055062297731637955,
-0.030385056510567665,
-0.05735483765602112,
0.08559321612119675,
0.14205928146839142,
0.022567352280020714,
-0.02920050546526909,
-0.04768345132470131,
-0.02908821776509285,
-0.007849980145692825,
-0.038368482142686844,
-0.11089645326137543,
-0.013049988076090813,
-0.09244190901517868,
0.009051263332366943,
0.0169721320271492,
0.04936045780777931,
-0.031540147960186005,
-0.0030947106424719095,
-0.06738254427909851,
0.02700638957321644,
-0.0823773667216301,
0.03660144656896591,
0.03513476625084877,
-0.09233235567808151,
-0.03098645806312561,
0.042075783014297485,
-0.038992807269096375,
-0.03785117343068123,
0.005575991235673428,
0.1071057841181755,
-0.0333331935107708,
-0.04370149224996567,
0.03320268541574478,
-0.01964247040450573,
-0.05054674670100212,
-0.034437667578458786,
0.024513019248843193,
-0.05912770330905914,
0.017696557566523552,
0.028982706367969513,
0.004146113991737366,
-0.02990400791168213,
-0.006059946957975626,
-0.017149122431874275,
-0.05174699425697327,
0.012198800221085548,
-0.001896885922178626,
-0.1060248464345932,
-0.008284545503556728,
0.0401575081050396,
-0.08399640768766403,
-0.07439117133617401,
-1.1801792835574897e-32,
0.05061207711696625,
0.0013175079366192222,
-0.005534615833312273,
0.052322160452604294,
0.10023868829011917,
0.04857626184821129,
0.0491805374622345,
0.05338091030716896,
0.014333890751004219,
-0.000690542918164283,
0.04717293009161949,
-0.037010759115219116,
-0.0875953882932663,
-0.031314291059970856,
0.019377417862415314,
0.029946662485599518,
0.060958828777074814,
-0.02354840375483036,
-0.027127185836434364,
0.04472262039780617,
0.015672694891691208,
0.0400986522436142,
-0.011251508258283138,
0.09086737036705017,
-0.07461263984441757,
-0.009952683933079243,
0.0743948295712471,
-0.01664617285132408,
-0.014948265627026558,
0.015660187229514122,
-0.05596570298075676,
-0.09434384107589722,
-0.019398242235183716,
0.057434722781181335,
0.05685197934508324,
0.006559412460774183,
-0.07190126925706863,
-0.04550792649388313,
-0.03165610507130623,
-0.055728729814291,
0.007275875192135572,
-0.09240162372589111,
-0.06868040561676025,
-0.006897383369505405,
0.03648284450173378,
-0.03685976564884186,
0.03805055096745491,
-0.010541179217398167,
0.000009128390956902876,
0.05657656490802765,
0.03513385355472565,
0.04520630091428757,
-0.021399985998868942,
-0.017476465553045273,
-0.021893901750445366,
-0.08195215463638306,
-0.05261783301830292,
0.028185313567519188,
0.011931931599974632,
0.03090936504304409,
0.03734538331627846,
0.024232633411884308,
-0.02596922777593136,
0.006578069180250168,
0.06506797671318054,
0.05146441608667374,
-0.07114540040493011,
0.03301027789711952,
-0.06219523027539253,
-0.004134570248425007,
0.029279273003339767,
0.06350139528512955,
0.03659815341234207,
-0.007756771985441446,
0.033846136182546616,
-0.019481943920254707,
0.08742786943912506,
-0.010655254125595093,
0.07090607285499573,
0.005041324067860842,
-0.08799365907907486,
-0.05158420652151108,
-0.046934835612773895,
0.007789229974150658,
-0.05543060973286629,
-0.004592287354171276,
-0.030343620106577873,
0.08790797740221024,
-0.029598552733659744,
-0.03794139251112938,
-0.0410674624145031,
0.07333056628704071,
0.04805810749530792,
0.03601568192243576,
0.06742308288812637,
-6.773196048470709e-8,
-0.04947124421596527,
-0.08804672211408615,
-0.012735575437545776,
0.001837242627516389,
-0.034216370433568954,
0.03426731377840042,
0.026364289224147797,
-0.15200133621692657,
-0.01808764412999153,
-0.05068950355052948,
0.03552834689617157,
0.008995097130537033,
-0.07488084584474564,
0.018802566453814507,
-0.04130006209015846,
0.016870925202965736,
-0.09788401424884796,
0.08611217886209488,
-0.00968280527740717,
-0.06543262302875519,
-0.007578850723803043,
0.0390763022005558,
0.025662323459982872,
-0.024111904203891754,
-0.006029630545526743,
0.05272592976689339,
-0.11414138972759247,
-0.0020652362145483494,
0.0054200743325054646,
-0.008655599318444729,
0.05341361463069916,
-0.06158185750246048,
0.03943308815360069,
-0.049841538071632385,
-0.006167870946228504,
-0.07251548022031784,
-0.03590590879321098,
-0.03211403265595436,
0.015918854624032974,
0.01901497133076191,
0.04519786313176155,
0.01281411200761795,
0.0731392577290535,
0.04367021471261978,
-0.02940036728978157,
0.0032594481017440557,
0.03763414919376373,
-0.010343309491872787,
0.03338512405753136,
0.044356655329465866,
-0.017257655039429665,
-0.08020229637622833,
0.006333416327834129,
0.03554821014404297,
0.06756766140460968,
-0.01332935132086277,
-0.005643020384013653,
0.06937951594591141,
-0.021746428683400154,
0.07219143956899643,
0.04408760368824005,
0.060442496091127396,
0.006026389542967081,
0.05943588539958
] |
huggingtweets/the_dealersh1p | 69dea5bd8e15b623ded08201a67ccf95b97ff718 | 2022-06-03T06:04:47.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/the_dealersh1p | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/the_dealersh1p/1654236282143/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1211158441504456704/dCNSnY4k_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI BOT π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">γ γγdanγγ γ</div>
<div style="text-align: center; font-size: 14px;">@the_dealersh1p</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from γ γγdanγγ γ.
| Data | γ γγdanγγ γ |
| --- | --- |
| Tweets downloaded | 2645 |
| Retweets | 1314 |
| Short tweets | 234 |
| Tweets kept | 1097 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/2ps3bmmz/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @the_dealersh1p's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/lh2yijs1) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/lh2yijs1/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/the_dealersh1p')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.01688256859779358,
0.12978141009807587,
-0.0070638894103467464,
0.041762590408325195,
0.1718769371509552,
-0.010155785828828812,
-0.03158323094248772,
0.02563246712088585,
0.07015503942966461,
-0.06191067770123482,
0.004746813792735338,
0.06949660927057266,
0.023198232054710388,
-0.02819809503853321,
-0.008982068859040737,
0.04302703216671944,
-0.08417479693889618,
-0.03040446899831295,
-0.05985747650265694,
0.02091500721871853,
-0.08789577335119247,
-0.09186995774507523,
0.07946688681840897,
-0.039130955934524536,
-0.05033569782972336,
0.06648420542478561,
-0.006621943321079016,
0.05832188203930855,
-0.01421848963946104,
-0.01848495565354824,
-0.04642491415143013,
0.03779701516032219,
0.05206571891903877,
0.040254052728414536,
-0.03331370651721954,
0.022400138899683952,
-0.029590671882033348,
0.02978556416928768,
-0.05171186104416847,
0.012175819836556911,
-0.013859765604138374,
-0.11058350652456284,
0.03984788432717323,
0.05134878680109978,
-0.025105247274041176,
-0.027998775243759155,
-0.008407807908952236,
0.0076192282140254974,
-0.054714880883693695,
0.031023411080241203,
-0.06528115272521973,
-0.06016538292169571,
0.002806068630889058,
-0.012310203164815903,
0.008929635398089886,
0.054586634039878845,
0.015621467493474483,
-0.04867297410964966,
0.07605375349521637,
-0.030531540513038635,
0.11635605245828629,
0.08802592754364014,
0.08465462177991867,
0.0063435956835746765,
0.003208641428500414,
-0.02098662406206131,
-0.06760167330503464,
0.043247636407613754,
-0.03684467077255249,
-0.01204741932451725,
0.03339274227619171,
-0.00659395195543766,
-0.02550550550222397,
-0.046743717044591904,
0.060870666056871414,
-0.043086547404527664,
-0.015729732811450958,
0.027462083846330643,
-0.02105891890823841,
0.0531538687646389,
0.036329902708530426,
-0.06619203090667725,
0.009519453160464764,
-0.03679651767015457,
0.05189491808414459,
0.03180801868438721,
0.0064757210202515125,
-0.09899573773145676,
-0.025410203263163567,
0.025780117139220238,
-0.019361982122063637,
-0.025299949571490288,
-0.003350798971951008,
0.030985182151198387,
-0.05464707314968109,
0.03667857497930527,
-0.05611272156238556,
-0.14316731691360474,
-0.11865600198507309,
0.07446573674678802,
0.01151553075760603,
-0.049761153757572174,
0.06531661003828049,
0.0210916418582201,
0.008388455025851727,
-0.03411737084388733,
-0.03301108628511429,
0.012819339521229267,
-0.005447301082313061,
-0.018355226144194603,
0.0386156365275383,
-0.046511005610227585,
-0.10411711782217026,
0.018741358071565628,
-0.03226065635681152,
-0.09297855943441391,
-0.01945204846560955,
0.04254883900284767,
0.09771793335676193,
-0.02455924078822136,
0.04647573456168175,
0.14218762516975403,
-0.030399028211832047,
-0.0995403379201889,
0.006472105626016855,
0.030659692361950874,
-0.054039083421230316,
9.9631293877408e-33,
0.057087745517492294,
0.013711169362068176,
-0.062483735382556915,
0.049238238483667374,
0.11317867040634155,
-0.001988257048651576,
-0.018870975822210312,
-0.04032840579748154,
-0.09667890518903732,
-0.008725679479539394,
0.059005483984947205,
0.029768720269203186,
0.008055812679231167,
0.008278398774564266,
-0.0029433267191052437,
-0.08793573826551437,
-0.026474639773368835,
-0.004496284760534763,
-0.02701476961374283,
0.012807082384824753,
-0.10918734222650528,
0.051642220467329025,
-0.039345793426036835,
-0.05618433281779289,
-0.05986457318067551,
0.016179926693439484,
0.0786413922905922,
-0.046861231327056885,
0.0025397397112101316,
0.006287771742790937,
-0.054416850209236145,
-0.005571726243942976,
0.06920664757490158,
-0.05962678790092468,
0.05048626288771629,
0.010430723428726196,
-0.00024454842787235975,
-0.08833368867635727,
-0.0006429564673453569,
0.04698777198791504,
-0.034916337579488754,
-0.04970837011933327,
0.05176584795117378,
-0.037748731672763824,
-0.05943680182099342,
0.0974968820810318,
0.12754903733730316,
0.020922420546412468,
-0.030284706503152847,
-0.04675616696476936,
-0.03821670636534691,
-0.007666601333767176,
-0.04183392971754074,
-0.10562317073345184,
-0.023041123524308205,
-0.08619007468223572,
0.002586999675258994,
0.00966993160545826,
0.03533758968114853,
-0.03344195336103439,
-0.0049688550643622875,
-0.05839445814490318,
0.04051991179585457,
-0.0866410881280899,
0.030608773231506348,
0.03338826447725296,
-0.08507730066776276,
-0.030199773609638214,
0.0413178987801075,
-0.03442699462175369,
-0.030133306980133057,
0.006216523237526417,
0.1036008968949318,
-0.03578067570924759,
-0.036337368190288544,
0.03138793259859085,
-0.013029206544160843,
-0.049482185393571854,
-0.02687385119497776,
0.0216502882540226,
-0.05543720722198486,
0.002901446307078004,
0.0276043564081192,
0.004392538219690323,
-0.01688162237405777,
-0.017844971269369125,
-0.013787963427603245,
-0.05524340644478798,
0.0174080990254879,
0.009205885231494904,
-0.1111946552991867,
0.0003828078624792397,
0.030834883451461792,
-0.08572528511285782,
-0.07074199616909027,
-1.0879691720435708e-32,
0.05397285521030426,
0.004614184610545635,
-0.005713312420994043,
0.05215897783637047,
0.08965400606393814,
0.05975699797272682,
0.042919885367155075,
0.06134648621082306,
0.009237860329449177,
0.005689709912985563,
0.054879408329725266,
-0.03056095913052559,
-0.08526930212974548,
-0.04542568325996399,
0.016075212508440018,
0.01829354465007782,
0.07248713821172714,
-0.03209671005606651,
-0.03857925534248352,
0.0421411357820034,
0.021602269262075424,
0.03258547931909561,
-0.02110285311937332,
0.09833858162164688,
-0.0683937817811966,
-0.005863596219569445,
0.08399734646081924,
-0.010344618931412697,
-0.015300239436328411,
0.013368358835577965,
-0.05349890887737274,
-0.0965525433421135,
-0.022707154974341393,
0.07103081792593002,
0.04789802432060242,
0.006949433125555515,
-0.059004805982112885,
-0.0497373603284359,
-0.03661429136991501,
-0.04148516803979874,
0.02258504368364811,
-0.0927516296505928,
-0.06503898650407791,
-0.006407726090401411,
0.03131290525197983,
-0.04766097292304039,
0.035046279430389404,
-0.018526270985603333,
0.009521586820483208,
0.046982020139694214,
0.0423818863928318,
0.048775993287563324,
-0.026047227904200554,
-0.014754824340343475,
-0.03445842117071152,
-0.07770068943500519,
-0.04018552228808403,
0.02403007633984089,
0.01129287388175726,
0.034842561930418015,
0.023211859166622162,
0.02839290350675583,
-0.019534515216946602,
0.008308296091854572,
0.06269212812185287,
0.028421498835086823,
-0.06573834270238876,
0.04207702726125717,
-0.06738525629043579,
-0.006288972217589617,
0.037147801369428635,
0.06389708817005157,
0.038264740258455276,
-0.007604651153087616,
0.043492868542671204,
-0.01962079294025898,
0.09039996564388275,
0.005447665229439735,
0.07398013770580292,
-0.0023238288704305887,
-0.07244381308555603,
-0.052281104028224945,
-0.03541458025574684,
0.0058465260080993176,
-0.042397819459438324,
0.0020778717007488012,
-0.023593593388795853,
0.09709632396697998,
-0.02324705757200718,
-0.04452409967780113,
-0.03564387559890747,
0.086893230676651,
0.04943046346306801,
0.047015897929668427,
0.060975536704063416,
-6.712881628345713e-8,
-0.053447723388671875,
-0.08375430852174759,
-0.020251989364624023,
0.010477573610842228,
-0.04246433824300766,
0.03615272045135498,
0.0268856193870306,
-0.1495116800069809,
-0.021129941567778587,
-0.050462692975997925,
0.043863266706466675,
0.01253624726086855,
-0.07864125818014145,
0.027545401826500893,
-0.042531631886959076,
0.013823100365698338,
-0.1104942336678505,
0.08718385547399521,
-0.006699131801724434,
-0.0646957978606224,
-0.006964290514588356,
0.032959531992673874,
0.024075347930192947,
-0.01607378013432026,
0.0007256952812895179,
0.056570231914520264,
-0.12106642127037048,
0.0002876287908293307,
0.01091709453612566,
0.002511026803404093,
0.04075174778699875,
-0.062054622918367386,
0.03097383677959442,
-0.05806086212396622,
-0.0041891057044267654,
-0.06494538486003876,
-0.03612572327256203,
-0.03624087944626808,
0.028956107795238495,
0.021625546738505363,
0.04067559540271759,
0.019872242584824562,
0.06495773792266846,
0.04651440307497978,
-0.017801553010940552,
0.008271554484963417,
0.05470382794737816,
-0.014394077472388744,
0.030282005667686462,
0.03144020587205887,
-0.02508336305618286,
-0.08117032051086426,
0.003680324414744973,
0.038795243948698044,
0.06711463630199432,
-0.011624863371253014,
-0.01012879703193903,
0.06592253595590591,
-0.02115928940474987,
0.07089010626077652,
0.04616019129753113,
0.04810866713523865,
-0.008064085617661476,
0.06539872288703918
] |
huggingtweets/marazack26 | 3bde19e77d4eb2bb6794c76b00d2b1fb1239e61d | 2022-06-02T22:56:49.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/marazack26 | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/marazack26/1654210546142/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1239803946643927041/AHuDYsfL_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI BOT π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Mohammed Abd Al-Razack / Ω
ΨΩ
Ψ― ΨΉΨ¨Ψ― Ψ§ΩΨ±Ψ²Ψ§Ω</div>
<div style="text-align: center; font-size: 14px;">@marazack26</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Mohammed Abd Al-Razack / Ω
ΨΩ
Ψ― ΨΉΨ¨Ψ― Ψ§ΩΨ±Ψ²Ψ§Ω.
| Data | Mohammed Abd Al-Razack / Ω
ΨΩ
Ψ― ΨΉΨ¨Ψ― Ψ§ΩΨ±Ψ²Ψ§Ω |
| --- | --- |
| Tweets downloaded | 3060 |
| Retweets | 1619 |
| Short tweets | 167 |
| Tweets kept | 1274 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/264mzr04/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @marazack26's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/3p7448r6) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/3p7448r6/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/marazack26')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.014796625822782516,
0.12194938212633133,
-0.0033544504549354315,
0.054782185703516006,
0.17223234474658966,
-0.010590553283691406,
-0.0356307290494442,
0.019460013136267662,
0.0806775689125061,
-0.05881509184837341,
-0.0040184794925153255,
0.06548377871513367,
0.020598461851477623,
-0.028676465153694153,
-0.016120444983243942,
0.04046313464641571,
-0.08621484041213989,
-0.03477824479341507,
-0.059253305196762085,
0.015488808043301105,
-0.07846616953611374,
-0.09425182640552521,
0.0803394466638565,
-0.03141012415289879,
-0.042956557124853134,
0.06911584734916687,
-0.00604994734749198,
0.05557456612586975,
-0.012054214254021645,
-0.017843645066022873,
-0.04776537045836449,
0.026442289352416992,
0.05143924802541733,
0.027908703312277794,
-0.033381227403879166,
0.021089371293783188,
-0.028958013281226158,
0.025210276246070862,
-0.05593840032815933,
0.012216256000101566,
-0.013972491025924683,
-0.10360879451036453,
0.05207186937332153,
0.051729604601860046,
-0.031221309676766396,
-0.021464752033352852,
-0.016247164458036423,
-0.01082556787878275,
-0.05379551649093628,
0.032192524522542953,
-0.06395135819911957,
-0.061608392745256424,
0.001536258147098124,
-0.006615590304136276,
0.0060635400004684925,
0.062147289514541626,
0.026913922280073166,
-0.04155920073390007,
0.07695555686950684,
-0.034343987703323364,
0.10558082908391953,
0.09583385288715363,
0.08013209700584412,
0.00151035375893116,
0.005182666704058647,
-0.017087802290916443,
-0.06431140750646591,
0.04417780786752701,
-0.0311112143099308,
-0.011189770884811878,
0.03409493714570999,
0.0017079990357160568,
-0.016238365322351456,
-0.04818890616297722,
0.07378406077623367,
-0.04377754405140877,
-0.016956640407443047,
0.025533778592944145,
-0.021228576079010963,
0.06367166340351105,
0.03390290215611458,
-0.0679185539484024,
0.007294609677046537,
-0.03459463641047478,
0.05476813018321991,
0.03395909443497658,
0.006899936590343714,
-0.09341124445199966,
-0.023311607539653778,
0.021798796951770782,
-0.017445342615246773,
-0.026546470820903778,
-0.010677092708647251,
0.039687640964984894,
-0.04380832239985466,
0.03417385369539261,
-0.054580945521593094,
-0.15656495094299316,
-0.11694885790348053,
0.06499156355857849,
0.007763889152556658,
-0.05098414793610573,
0.06947304308414459,
0.030745742842555046,
0.022640928626060486,
-0.03769280016422272,
-0.029968474060297012,
0.006621994078159332,
-0.005871240980923176,
-0.013710171915590763,
0.03714383766055107,
-0.045593149960041046,
-0.09841743856668472,
0.023456217721104622,
-0.026981856673955917,
-0.08720304071903229,
-0.011293835006654263,
0.03737838193774223,
0.08174027502536774,
-0.021199362352490425,
0.059216998517513275,
0.1388384848833084,
-0.026669861748814583,
-0.09446015954017639,
0.005963136442005634,
0.027799097821116447,
-0.05501975864171982,
1.1117353168284959e-32,
0.07094605267047882,
0.00405888119712472,
-0.060142144560813904,
0.051889318972826004,
0.11550121009349823,
0.000694467977155,
-0.024060998111963272,
-0.03700285032391548,
-0.09338325262069702,
-0.010018601082265377,
0.057895369827747345,
0.025642381981015205,
0.013491476885974407,
0.006005885545164347,
0.010739942081272602,
-0.0968581959605217,
-0.020950866863131523,
0.003738743020221591,
-0.025228243321180344,
0.026021316647529602,
-0.11121280491352081,
0.04790564253926277,
-0.03841060400009155,
-0.07094566524028778,
-0.05507846176624298,
0.022564077749848366,
0.07302350550889969,
-0.04473286122083664,
-0.00894786324352026,
0.0012877114349976182,
-0.04257172718644142,
-0.007875176146626472,
0.05605002120137215,
-0.06169963255524635,
0.04480442404747009,
0.011038186959922314,
0.0034020564053207636,
-0.08169583976268768,
-0.0003428010968491435,
0.04528026282787323,
-0.026108931750059128,
-0.04735651984810829,
0.055084507912397385,
-0.03278326243162155,
-0.04577507823705673,
0.07917600125074387,
0.13067080080509186,
0.024181900545954704,
-0.03937004879117012,
-0.040462005883455276,
-0.03172522783279419,
-0.012139738537371159,
-0.05472693592309952,
-0.1182522177696228,
-0.01530149020254612,
-0.08430684357881546,
0.011808370240032673,
0.009011414833366871,
0.03998889401555061,
-0.03945505991578102,
-0.00502402801066637,
-0.06029792129993439,
0.03255673497915268,
-0.09020251780748367,
0.03114701807498932,
0.03267086669802666,
-0.08952486515045166,
-0.033191096037626266,
0.04386351630091667,
-0.04282917082309723,
-0.030628448352217674,
-0.005764742847532034,
0.10615228861570358,
-0.041903894394636154,
-0.04632873088121414,
0.041006043553352356,
-0.016892515122890472,
-0.05103927478194237,
-0.0385124646127224,
0.02195633389055729,
-0.03714662045240402,
0.0010990615701302886,
0.018174439668655396,
0.0017095537623390555,
-0.016368407756090164,
-0.010515952482819557,
-0.013453823514282703,
-0.05433955416083336,
0.005094010848551989,
0.0064532156102359295,
-0.11297804117202759,
-0.0009265870903618634,
0.038945697247982025,
-0.08979283273220062,
-0.07888063788414001,
-1.1591018616948799e-32,
0.04887562617659569,
0.011291887611150742,
-0.010338925756514072,
0.04958381503820419,
0.09236650913953781,
0.05042191594839096,
0.04727131128311157,
0.0528189018368721,
0.01156306080520153,
0.00869660172611475,
0.0514942966401577,
-0.03594014048576355,
-0.08404415100812912,
-0.0396343469619751,
0.0158332958817482,
0.02188805676996708,
0.06807752698659897,
-0.024891817942261696,
-0.0408170223236084,
0.04273133724927902,
0.02145054005086422,
0.03534110262989998,
-0.020537259057164192,
0.09096318483352661,
-0.07205870747566223,
-0.012514899484813213,
0.07863496243953705,
-0.0031918874010443687,
-0.015378705225884914,
0.009882258251309395,
-0.05231563374400139,
-0.09343735128641129,
-0.022862492129206657,
0.057766109704971313,
0.04807678237557411,
0.010033893398940563,
-0.06805387139320374,
-0.053060952574014664,
-0.03956347331404686,
-0.044758472591638565,
0.02435145527124405,
-0.09129949659109116,
-0.07066349685192108,
-0.016533734276890755,
0.03452444449067116,
-0.03782025724649429,
0.032735828310251236,
-0.015126388520002365,
0.008938663639128208,
0.05131062865257263,
0.03880232200026512,
0.04496676102280617,
-0.030634859576821327,
-0.023893317207694054,
-0.026776868849992752,
-0.08389044553041458,
-0.048565831035375595,
0.03402964398264885,
0.015807634219527245,
0.030800865963101387,
0.028293659910559654,
0.029760951176285744,
-0.012170089408755302,
0.020190710201859474,
0.0646938756108284,
0.03989769145846367,
-0.06838707625865936,
0.048716746270656586,
-0.06154055893421173,
-0.0011731891427189112,
0.026773197576403618,
0.06896562874317169,
0.042812105268239975,
-0.0070539359003305435,
0.04351096227765083,
-0.019638726487755775,
0.08571720123291016,
0.0018727910937741399,
0.08271538466215134,
0.00424167700111866,
-0.08000202476978302,
-0.050820499658584595,
-0.03831632435321808,
-0.002374754287302494,
-0.05244605988264084,
-0.0037455703131854534,
-0.018997972831130028,
0.09905754774808884,
-0.025275690481066704,
-0.04069218039512634,
-0.03657960519194603,
0.08090829104185104,
0.062313638627529144,
0.03649677708745003,
0.06599681824445724,
-6.616367898004683e-8,
-0.052979640662670135,
-0.08947428315877914,
-0.013080651871860027,
0.025214925408363342,
-0.04734492301940918,
0.03614033758640289,
0.031126955524086952,
-0.15810857713222504,
-0.012716553173959255,
-0.04970168322324753,
0.042570561170578,
0.01755433902144432,
-0.07166855037212372,
0.031754154711961746,
-0.03251859173178673,
0.015797307714819908,
-0.10854668915271759,
0.0689607635140419,
-0.00670038815587759,
-0.05838772654533386,
0.00351735414005816,
0.03432750329375267,
0.017995430156588554,
-0.01228299643844366,
0.005747881252318621,
0.050873078405857086,
-0.12110067903995514,
0.0024961510207504034,
0.006560811307281256,
0.006121331825852394,
0.04840788617730141,
-0.06242182105779648,
0.027287757024168968,
-0.056678008288145065,
-0.008577537722885609,
-0.06758440285921097,
-0.0300107691437006,
-0.031120778992772102,
0.032607290893793106,
0.030523421242833138,
0.044561900198459625,
0.02079659327864647,
0.06916473805904388,
0.04977366328239441,
-0.023141007870435715,
0.006751266773790121,
0.05373001471161842,
-0.022427428513765335,
0.03162989392876625,
0.03864921256899834,
-0.024701319634914398,
-0.07653889060020447,
0.012413802556693554,
0.025975137948989868,
0.07052883505821228,
-0.01809980720281601,
-0.002372913295403123,
0.06693923473358154,
-0.03084380552172661,
0.0678454339504242,
0.04969945549964905,
0.050953205674886703,
-0.010145889595150948,
0.06725487858057022
] |
huggingtweets/joanacspinto | d2a93f6890c1ee8fc629654399d8cfa68c81098b | 2022-06-02T23:02:58.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/joanacspinto | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/joanacspinto/1654210973627/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1274320386881183747/NJTJm38e_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI BOT π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Dr Joana Pinto</div>
<div style="text-align: center; font-size: 14px;">@joanacspinto</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Dr Joana Pinto.
| Data | Dr Joana Pinto |
| --- | --- |
| Tweets downloaded | 177 |
| Retweets | 50 |
| Short tweets | 7 |
| Tweets kept | 120 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/11osdq6n/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @joanacspinto's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/18w57bkp) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/18w57bkp/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/joanacspinto')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.01571773737668991,
0.12063156813383102,
-0.013926434330642223,
0.05269111692905426,
0.18288078904151917,
-0.012380260974168777,
-0.03796722739934921,
0.027656622231006622,
0.07381533086299896,
-0.060364000499248505,
0.0014810546999797225,
0.06919287890195847,
0.01704403944313526,
-0.026142502203583717,
-0.007851062342524529,
0.04017224535346031,
-0.09036494791507721,
-0.03652970865368843,
-0.06090502068400383,
0.014684953726828098,
-0.08739666640758514,
-0.09375663846731186,
0.07924637943506241,
-0.041710738092660904,
-0.04280545935034752,
0.07048118859529495,
-0.0051636421121656895,
0.056664902716875076,
-0.015493564307689667,
-0.020801464095711708,
-0.04731791093945503,
0.03490612283349037,
0.04893308877944946,
0.03276966139674187,
-0.03538794443011284,
0.030041633173823357,
-0.026463259011507034,
0.031172296032309532,
-0.049082886427640915,
0.01171831227838993,
-0.015505430288612843,
-0.10516760498285294,
0.04738698527216911,
0.04401402920484543,
-0.0306960791349411,
-0.031034164130687714,
-0.015036817640066147,
-0.0028637840878218412,
-0.057444434612989426,
0.03128102421760559,
-0.0584997683763504,
-0.0612257719039917,
-0.0015117169823497534,
-0.004931590985506773,
0.012451425194740295,
0.06021081656217575,
0.025927113369107246,
-0.050601471215486526,
0.07845012098550797,
-0.029334232211112976,
0.10620386898517609,
0.08475817739963531,
0.08609497547149658,
0.0058446829207241535,
0.007370607927441597,
-0.01577913574874401,
-0.06628749519586563,
0.03927148878574371,
-0.03234738111495972,
-0.01254675816744566,
0.033370498567819595,
-0.004000485874712467,
-0.023597508668899536,
-0.05050269514322281,
0.06795313954353333,
-0.03983263298869133,
-0.015857329592108727,
0.031699277460575104,
-0.018137391656637192,
0.05865970253944397,
0.039798952639102936,
-0.06522573530673981,
0.01033495832234621,
-0.03246442973613739,
0.057180434465408325,
0.03096889704465866,
0.004562269430607557,
-0.10112892836332321,
-0.018774982541799545,
0.026030035689473152,
-0.022375887259840965,
-0.022157758474349976,
-0.003875749884173274,
0.039114829152822495,
-0.04609489068388939,
0.03872321546077728,
-0.052242472767829895,
-0.15268845856189728,
-0.1181628406047821,
0.06653852015733719,
0.004500154871493578,
-0.053250376135110855,
0.0660155788064003,
0.023117708042263985,
0.017063673585653305,
-0.040575992316007614,
-0.029134225100278854,
0.011104978621006012,
-0.00672610430046916,
-0.018859542906284332,
0.05001980811357498,
-0.04294764995574951,
-0.1066134050488472,
0.01721694879233837,
-0.03130583465099335,
-0.09847491979598999,
-0.011087420396506786,
0.04043056070804596,
0.08976659923791885,
-0.020662494003772736,
0.047176845371723175,
0.14985786378383636,
-0.03644343838095665,
-0.09787865728139877,
0.007113417144864798,
0.032939422875642776,
-0.055246684700250626,
1.0889259509767433e-32,
0.06363489478826523,
0.006257739383727312,
-0.05950937792658806,
0.03981570526957512,
0.12156245857477188,
-0.003874498186632991,
-0.012322214432060719,
-0.038847893476486206,
-0.09584763646125793,
-0.015177507884800434,
0.06210537999868393,
0.025685258209705353,
0.01168535090982914,
0.012684782035648823,
0.003129835706204176,
-0.09002816677093506,
-0.017294257879257202,
-0.005915750749409199,
-0.02283666841685772,
0.022079546004533768,
-0.10799884796142578,
0.05120868980884552,
-0.03988485783338547,
-0.07016821950674057,
-0.05767223238945007,
0.014816371724009514,
0.07605516910552979,
-0.05239155516028404,
-0.005292038433253765,
0.0028025552164763212,
-0.04940137267112732,
-0.007983897812664509,
0.0647507980465889,
-0.052194759249687195,
0.04715690016746521,
0.008066036738455296,
-0.0003265297564212233,
-0.08228185027837753,
-0.003961884416639805,
0.04440591484308243,
-0.03226684033870697,
-0.0466376394033432,
0.048954956233501434,
-0.03819742798805237,
-0.055017393082380295,
0.08546900004148483,
0.13111504912376404,
0.019089777022600174,
-0.027275053784251213,
-0.04828657582402229,
-0.0340055376291275,
-0.005449776072055101,
-0.04468918964266777,
-0.10829578340053558,
-0.012120028026401997,
-0.083682119846344,
0.008864174596965313,
0.018035544082522392,
0.04263189435005188,
-0.04004967212677002,
0.004871776327490807,
-0.06290677934885025,
0.029022157192230225,
-0.08192544430494308,
0.036993082612752914,
0.0361463688313961,
-0.08629772067070007,
-0.037130486220121384,
0.04721245914697647,
-0.03772163763642311,
-0.032375041395425797,
0.0029278318397700787,
0.10484887659549713,
-0.04156525433063507,
-0.03633209690451622,
0.036048777401447296,
-0.01866440661251545,
-0.05396908521652222,
-0.02980262227356434,
0.02815619856119156,
-0.05443938076496124,
0.006143487524241209,
0.024959390982985497,
-0.0006894014659337699,
-0.022423550486564636,
-0.010378565639257431,
-0.011071719229221344,
-0.04937324672937393,
0.02167786844074726,
-0.003283602651208639,
-0.10093752294778824,
-0.0047649601474404335,
0.03298698738217354,
-0.08685432374477386,
-0.07753992825746536,
-1.1598575576256648e-32,
0.04695310443639755,
0.009325648657977581,
-0.007081035990267992,
0.05272684991359711,
0.08915721625089645,
0.052560124546289444,
0.04567211493849754,
0.05746215954422951,
0.012341927736997604,
-0.0012186100939288735,
0.04833323135972023,
-0.031952887773513794,
-0.0897180587053299,
-0.045836273580789566,
0.014679806306958199,
0.02060200460255146,
0.06427085399627686,
-0.03186286240816116,
-0.036656029522418976,
0.03880520164966583,
0.019811443984508514,
0.026780512183904648,
-0.015481406822800636,
0.09515261650085449,
-0.06814682483673096,
-0.009058215655386448,
0.0830860584974289,
-0.014209655113518238,
-0.016822127625346184,
0.01308938767760992,
-0.05995996668934822,
-0.08752798289060593,
-0.015328344888985157,
0.06079551577568054,
0.04778299480676651,
0.006005575414747,
-0.06341040879487991,
-0.04869494587182999,
-0.029116420075297356,
-0.041885048151016235,
0.02049400843679905,
-0.09325668960809708,
-0.06382115185260773,
-0.008425218053162098,
0.029246725142002106,
-0.04207875579595566,
0.03663012757897377,
-0.015096088871359825,
0.003865613602101803,
0.05004159361124039,
0.03836170583963394,
0.04515928775072098,
-0.0315861813724041,
-0.01605316251516342,
-0.02460748516023159,
-0.08841025829315186,
-0.05005314573645592,
0.02845909260213375,
0.015596275217831135,
0.031963929533958435,
0.024425355717539787,
0.02589982934296131,
-0.020934684202075005,
0.01865319162607193,
0.06448215991258621,
0.03769470378756523,
-0.07398957014083862,
0.03773507475852966,
-0.06285738199949265,
-0.000071712325734552,
0.03274790942668915,
0.06984779983758926,
0.03663748875260353,
-0.014177143573760986,
0.04205677658319473,
-0.01973133534193039,
0.09157492965459824,
0.010779078118503094,
0.07389849424362183,
0.005356905981898308,
-0.07711590081453323,
-0.047415416687726974,
-0.04762094095349312,
0.003694673301652074,
-0.04638027399778366,
-0.00508640194311738,
-0.024908795952796936,
0.09207149595022202,
-0.020011136308312416,
-0.044598668813705444,
-0.03411216661334038,
0.08048302680253983,
0.05239542946219444,
0.04232482612133026,
0.06915976107120514,
-6.743677971599027e-8,
-0.04871160909533501,
-0.08274023234844208,
-0.022158680483698845,
0.015287651680409908,
-0.03906679525971413,
0.034190721809864044,
0.027135809883475304,
-0.14878277480602264,
-0.014528539963066578,
-0.050316356122493744,
0.04110382869839668,
0.015039484947919846,
-0.07958690822124481,
0.02422962710261345,
-0.0404527448117733,
0.01831812970340252,
-0.10390101373195648,
0.0846426784992218,
-0.0005006699939258397,
-0.06043872982263565,
-0.007252852898091078,
0.033074814826250076,
0.016934186220169067,
-0.017049318179488182,
-0.0007366705103777349,
0.06042538583278656,
-0.1174200251698494,
0.0019710143096745014,
0.009303245693445206,
-0.009299344383180141,
0.0437421016395092,
-0.0648118332028389,
0.028172599151730537,
-0.05621998757123947,
-0.0058930544182658195,
-0.06467699259519577,
-0.03336849808692932,
-0.038947004824876785,
0.02504684217274189,
0.025807900354266167,
0.0440051294863224,
0.022612087428569794,
0.06890740245580673,
0.04253293573856354,
-0.022638531401753426,
0.00560384476557374,
0.04992254823446274,
-0.00947687216103077,
0.033978722989559174,
0.03214440867304802,
-0.024141695350408554,
-0.07907605916261673,
0.004523583687841892,
0.03511827811598778,
0.0745108425617218,
-0.010285425931215286,
-0.005351388826966286,
0.06180282309651375,
-0.02558469958603382,
0.0763082206249237,
0.04374481365084648,
0.05091684311628342,
-0.005379315931349993,
0.05956045538187027
] |
meetyildiz/TurQA-xlm-roberta-base-finetuned-toqad | f7a716dd4d6fca32b8be1f40ee2a6392ee0f2b6d | 2022-06-02T23:17:15.000Z | [
"pytorch",
"xlm-roberta",
"feature-extraction",
"transformers"
] | feature-extraction | false | meetyildiz | null | meetyildiz/TurQA-xlm-roberta-base-finetuned-toqad | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
victorlee071200/distilroberta-base-finetuned-squad | 2bb429422b5af8cafcbbcfddd13e9cde793b27a8 | 2022-06-09T04:57:17.000Z | [
"pytorch",
"roberta",
"question-answering",
"dataset:squad",
"transformers",
"generated_from_trainer",
"license:apache-2.0",
"model-index",
"autotrain_compatible"
] | question-answering | false | victorlee071200 | null | victorlee071200/distilroberta-base-finetuned-squad | 0 | null | transformers | ---
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- squad
model-index:
- name: distilroberta-base-finetuned-squad
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# distilroberta-base-finetuned-squad
This model is a fine-tuned version of [distilroberta-base](https://huggingface.co/distilroberta-base) on the squad dataset.
It achieves the following results on the evaluation set:
- Loss: 1.0014
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
### Training results
| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:-----:|:---------------:|
| 1.0927 | 1.0 | 5536 | 1.0290 |
| 0.87 | 2.0 | 11072 | 0.9683 |
| 0.7335 | 3.0 | 16608 | 1.0014 |
### Framework versions
- Transformers 4.19.2
- Pytorch 1.11.0+cu113
- Datasets 2.2.2
- Tokenizers 0.12.1
| [
-0.03984316810965538,
-0.03942745178937912,
-0.020721180364489555,
0.027959896251559258,
0.03751302510499954,
-0.001618579146452248,
-0.01268139760941267,
0.006815627217292786,
-0.07467201352119446,
-0.08095111697912216,
0.05379396304488182,
-0.07685407996177673,
-0.012379017658531666,
-0.03332677483558655,
-0.050629910081624985,
0.04536769166588783,
0.06124608591198921,
-0.0253442469984293,
-0.11680713295936584,
0.04360828921198845,
0.03278598189353943,
0.024943210184574127,
0.010156995616853237,
0.04883425310254097,
-0.0596536248922348,
0.012045172043144703,
-0.05735039338469505,
0.07075797766447067,
0.0036768384743481874,
-0.0920608714222908,
0.053243547677993774,
0.008401801809668541,
0.042793869972229004,
0.04922996088862419,
-0.02125760167837143,
0.05079027637839317,
0.017533358186483383,
-0.05196251720190048,
0.023764315992593765,
0.020138749852776527,
0.02002682164311409,
-0.025063173845410347,
-0.04267023503780365,
0.07779877632856369,
0.03742868825793266,
0.0005825124680995941,
-0.03217850998044014,
-0.04840302839875221,
0.0011239630402997136,
-0.003479920094832778,
-0.10740463435649872,
-0.09208936244249344,
0.10530133545398712,
-0.025422871112823486,
-0.031154634431004524,
0.007469793315976858,
-0.014300239272415638,
-0.015449748374521732,
-0.04611951857805252,
-0.004751909989863634,
-0.002974089700728655,
0.012571528553962708,
-0.09104682505130768,
-0.042348019778728485,
-0.09895282983779907,
-0.07018105685710907,
0.04064706340432167,
0.01251930370926857,
0.11953295022249222,
-0.05341131240129471,
0.04456478729844093,
0.029427798464894295,
0.010602740570902824,
0.0069000921212136745,
-0.018596112728118896,
0.09766902774572372,
0.032912444323301315,
0.07169228792190552,
0.0830361396074295,
-0.13352087140083313,
-0.011900401674211025,
-0.0696798712015152,
0.05114500969648361,
-0.024734053760766983,
0.08116190135478973,
0.018077749758958817,
0.029021769762039185,
-0.003996125888079405,
0.021738562732934952,
0.04561469703912735,
-0.02647213824093342,
0.017340300604701042,
-0.010257448069751263,
0.0412655845284462,
0.03020867519080639,
0.05602587014436722,
0.028568509966135025,
-0.005392713472247124,
-0.08213586360216141,
0.12978790700435638,
-0.031093204393982887,
0.03086479939520359,
0.028472447767853737,
0.040343474596738815,
-0.04152286797761917,
-0.024345804005861282,
0.029774991795420647,
0.0849459245800972,
0.05098946765065193,
-0.06847335398197174,
0.06598121672868729,
0.03445727378129959,
-0.01754642464220524,
0.03084539622068405,
0.0027820055838674307,
0.10597667843103409,
-0.033642180263996124,
0.03227277472615242,
-0.06239668279886246,
0.07982409000396729,
-0.0267208069562912,
-0.05770963802933693,
-0.008213590830564499,
-0.013004486449062824,
-0.013001929968595505,
-0.043594371527433395,
-0.09612294286489487,
3.2544872513400166e-33,
0.089703768491745,
0.024189019575715065,
-0.028720097616314888,
-0.015600656159222126,
0.004417280666530132,
-0.023388773202896118,
-0.014996577985584736,
0.008995364420115948,
-0.05476948618888855,
-0.030972229316830635,
-0.07912448793649673,
-0.0357782356441021,
-0.015357930213212967,
0.049008045345544815,
0.03387376293540001,
-0.06110361963510513,
-0.03299638256430626,
0.05552944168448448,
0.053856030106544495,
0.029603784903883934,
0.06323122978210449,
0.03171142190694809,
-0.07435938715934753,
-0.09504931420087814,
-0.010190518572926521,
0.11302175372838974,
-0.02909301035106182,
0.009838493540883064,
-0.017101813107728958,
0.08069849759340286,
-0.01622341014444828,
-0.008976632729172707,
-0.02438230626285076,
0.024545222520828247,
-0.03407641127705574,
-0.02368166297674179,
-0.011073984205722809,
-0.010112354531884193,
0.008701534010469913,
-0.020427532494068146,
0.020824598148465157,
0.0011162279406562448,
0.03205543011426926,
-0.06189270690083504,
-0.07593931257724762,
-0.05506468936800957,
0.04630608856678009,
0.011431253515183926,
0.03973987698554993,
0.02463613450527191,
-0.0747198760509491,
-0.019323725253343582,
0.06040635704994202,
-0.09357669949531555,
-0.06745261698961258,
0.04375455155968666,
0.018093783408403397,
0.1110449805855751,
-0.008648501709103584,
-0.015297133475542068,
0.007846840657293797,
0.05881405249238014,
-0.02715928852558136,
0.0014422067906707525,
-0.02801535278558731,
-0.05263431370258331,
-0.057853855192661285,
-0.08374673128128052,
0.0620441660284996,
0.040988095104694366,
-0.07761787623167038,
-0.010336698032915592,
-0.015817278996109962,
-0.01814483478665352,
0.09578759223222733,
-0.11240797489881516,
0.04106893390417099,
0.015681833028793335,
-0.038379378616809845,
-0.023524580523371696,
-0.016451042145490646,
0.11127187311649323,
-0.02159588597714901,
-0.05705862119793892,
0.000979993841610849,
0.0007982333190739155,
0.00852964911609888,
-0.01566929928958416,
-0.0054822638630867004,
0.012792069464921951,
0.00028232840122655034,
0.019259557127952576,
-0.08937320858240128,
-0.030539002269506454,
0.00994704570621252,
-3.934054494545797e-33,
0.017348041757941246,
0.061564117670059204,
-0.04116242378950119,
0.08420896530151367,
0.06016392260789871,
0.020810745656490326,
0.05311541631817818,
0.10088054835796356,
-0.06147581338882446,
-0.018281618133187294,
0.08007634431123734,
-0.005447727628052235,
-0.098187655210495,
-0.06051643565297127,
0.01860804297029972,
0.010949356481432915,
-0.060793470591306686,
-0.06503105908632278,
0.031435269862413406,
-0.017542898654937744,
0.03376569226384163,
0.09496017545461655,
-0.028139891102910042,
0.022225026041269302,
0.0045814490877091885,
-0.03563237935304642,
0.007363553624600172,
0.1080639585852623,
0.10445639491081238,
-0.0117636164650321,
0.029341494664549828,
0.0016358603024855256,
-0.039217811077833176,
0.027260184288024902,
-0.028726527467370033,
0.02318410389125347,
-0.0267665833234787,
-0.012093523517251015,
-0.034449245780706406,
0.16561540961265564,
0.02258346602320671,
0.04651207476854324,
-0.07813835144042969,
0.03221295028924942,
0.0007718064589425921,
-0.011603184044361115,
0.04179033264517784,
-0.05109132453799248,
0.007593907881528139,
-0.013696564361453056,
0.04209522530436516,
-0.03958474099636078,
-0.11939137428998947,
0.02431393973529339,
-0.018515149131417274,
-0.06805173307657242,
0.014105796813964844,
0.0006375902448780835,
-0.07858704775571823,
0.036529287695884705,
-0.044643957167863846,
0.00022094239830039442,
-0.08854354172945023,
-0.010043943300843239,
-0.016717929393053055,
-0.0036272448487579823,
-0.10776624083518982,
0.08184980601072311,
-0.002981348428875208,
0.03764820471405983,
-0.033319566398859024,
-0.007507446222007275,
0.04278113320469856,
0.047380536794662476,
-0.058686114847660065,
-0.035815056413412094,
-0.08567757904529572,
0.016310522332787514,
0.02938024140894413,
-0.04568595066666603,
-0.04533611238002777,
0.004298436921089888,
0.029861073940992355,
0.03744134679436684,
0.09015612304210663,
0.0861392393708229,
0.07129750400781631,
0.1435004621744156,
-0.03990138694643974,
-0.027731111273169518,
0.06390172243118286,
-0.03155210614204407,
0.022862160578370094,
0.12634269893169403,
0.022968554869294167,
-5.935880054153131e-8,
-0.001792500144802034,
0.03611304238438606,
-0.016968058422207832,
0.09489068388938904,
-0.002227809512987733,
-0.03547753766179085,
0.01985236071050167,
0.048360176384449005,
-0.025215381756424904,
0.026662422344088554,
0.05278356000781059,
0.024294577538967133,
-0.08108384162187576,
0.015036537311971188,
0.010302452370524406,
0.04028690606355667,
-0.02771582268178463,
0.09785211086273193,
-0.051436372101306915,
-0.014444408938288689,
0.005726093892008066,
-0.04117431491613388,
-0.019613653421401978,
-0.0519089549779892,
0.07304754108190536,
-0.08832782506942749,
-0.077117919921875,
0.010382585227489471,
-0.08593478798866272,
0.0041602905839681625,
-0.0062772114761173725,
0.02903861738741398,
0.001368426252156496,
-0.06111884489655495,
-0.02600272186100483,
0.08512169867753983,
-0.061600662767887115,
-0.05132748559117317,
0.04314504563808441,
0.041931502521038055,
0.005330973770469427,
0.022631589323282242,
-0.059069208800792694,
-0.0017248833319172263,
0.08924294263124466,
-0.010220039635896683,
0.040861137211322784,
-0.08153628557920456,
0.02403651922941208,
-0.038665771484375,
0.04771832749247551,
0.002915256656706333,
-0.031101731583476067,
0.019551575183868408,
0.015295772813260555,
0.025637373328208923,
-0.0558144636452198,
-0.06429975479841232,
0.0044065676629543304,
0.018025580793619156,
0.029046794399619102,
-0.02440578304231167,
0.009898820891976357,
-0.05461028218269348
] |
meetyildiz/TurQA-convbert-base-turkish-cased-finetuned-toqad-aug | fa0eb23c0579d7c62abddef1ad4d61e23808a560 | 2022-06-02T23:32:46.000Z | [
"pytorch",
"convbert",
"feature-extraction",
"transformers"
] | feature-extraction | false | meetyildiz | null | meetyildiz/TurQA-convbert-base-turkish-cased-finetuned-toqad-aug | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
meetyildiz/TurQA-bert-base-turkish-cased-finetuned-toqad-aug | fc3a4258083cc90b852099fdda8118b088a3a991 | 2022-06-02T23:39:02.000Z | [
"pytorch",
"bert",
"feature-extraction",
"transformers"
] | feature-extraction | false | meetyildiz | null | meetyildiz/TurQA-bert-base-turkish-cased-finetuned-toqad-aug | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
meetyildiz/TurQA-electra-base-turkish-cased-discriminator-finetuned-toqad-aug | 150ba04e04cdb5d4dd7691108149a3300aeec183 | 2022-06-02T23:45:22.000Z | [
"pytorch",
"electra",
"feature-extraction",
"transformers"
] | feature-extraction | false | meetyildiz | null | meetyildiz/TurQA-electra-base-turkish-cased-discriminator-finetuned-toqad-aug | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
meetyildiz/TurQA-xlm-roberta-base-finetuned-toqad-aug | 70d357ccc95c8973f030436b26626131440199fd | 2022-06-02T23:52:05.000Z | [
"pytorch",
"xlm-roberta",
"feature-extraction",
"transformers"
] | feature-extraction | false | meetyildiz | null | meetyildiz/TurQA-xlm-roberta-base-finetuned-toqad-aug | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
meetyildiz/TurQA-bert-base-turkish-128k-cased-finetuned-toqad-aug | f8a663906bb2f6214702a37e4b8fd9f351c201e8 | 2022-06-03T00:07:17.000Z | [
"pytorch",
"bert",
"feature-extraction",
"transformers"
] | feature-extraction | false | meetyildiz | null | meetyildiz/TurQA-bert-base-turkish-128k-cased-finetuned-toqad-aug | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
johnny9604/pbl_electra | 46c53265b2bedb70fd0a6bc4582586b853ad9cfa | 2022-06-03T07:56:44.000Z | [
"pytorch",
"electra",
"token-classification",
"transformers",
"autotrain_compatible"
] | token-classification | false | johnny9604 | null | johnny9604/pbl_electra | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
sriiikar/wav2vec2-hindi-bhoj-3 | c8df3bfe3bb687852e6c444f5cb35a0ab36a8df5 | 2022-06-03T07:11:46.000Z | [
"pytorch",
"tensorboard",
"wav2vec2",
"automatic-speech-recognition",
"transformers",
"generated_from_trainer",
"license:apache-2.0",
"model-index"
] | automatic-speech-recognition | false | sriiikar | null | sriiikar/wav2vec2-hindi-bhoj-3 | 0 | null | transformers | ---
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: wav2vec2-hindi-bhoj-3
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# wav2vec2-hindi-bhoj-3
This model is a fine-tuned version of [facebook/wav2vec2-large-xlsr-53](https://huggingface.co/facebook/wav2vec2-large-xlsr-53) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 5.7033
- Wer: 1.1477
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0001
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 2
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 40
- mixed_precision_training: Native AMP
### Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|:-------------:|:-----:|:----:|:---------------:|:------:|
| 8.6136 | 6.45 | 400 | 3.6017 | 1.0 |
| 2.6692 | 12.9 | 800 | 4.5408 | 1.0872 |
| 0.5639 | 19.35 | 1200 | 5.2302 | 1.2282 |
| 0.2296 | 25.8 | 1600 | 5.3323 | 1.0872 |
| 0.1496 | 32.26 | 2000 | 5.7219 | 1.1342 |
| 0.1098 | 38.7 | 2400 | 5.7033 | 1.1477 |
### Framework versions
- Transformers 4.20.0.dev0
- Pytorch 1.11.0+cu113
- Datasets 2.2.3.dev0
- Tokenizers 0.12.1
| [
-0.05505101755261421,
-0.028839759528636932,
-0.06301841139793396,
0.02202139049768448,
0.012964161112904549,
0.029591381549835205,
-0.07390598952770233,
-0.08517182618379593,
-0.03478333353996277,
-0.08000871539115906,
0.07908432185649872,
-0.1260613352060318,
0.011171407997608185,
-0.04766350984573364,
-0.046593472361564636,
0.01958313398063183,
0.029818471521139145,
-0.05854877084493637,
-0.10126243531703949,
-0.022212019190192223,
0.0038426301907747984,
0.05224176496267319,
0.0872243195772171,
0.016826650127768517,
0.024943429976701736,
0.02884737402200699,
-0.03620185703039169,
0.042498063296079636,
0.025020206347107887,
-0.04567600041627884,
0.09395674616098404,
0.04818309471011162,
0.006990285590291023,
0.011230924166738987,
-0.02321694791316986,
0.0006793243228457868,
-0.04461819306015968,
-0.017900526523590088,
0.016619956120848656,
-0.041201867163181305,
0.00033847184386104345,
-0.022132044658064842,
-0.014484035782516003,
0.04849039018154144,
-0.015241832472383976,
0.00522666284814477,
-0.08286266773939133,
-0.056172583252191544,
-0.05203339084982872,
0.003747036214917898,
-0.08871481567621231,
-0.0741431936621666,
0.0506080687046051,
0.03108733892440796,
-0.06806094944477081,
-0.03633751720190048,
-0.009712716564536095,
0.07141229510307312,
0.0036773793399333954,
0.041446126997470856,
-0.031554870307445526,
-0.0031969540286809206,
-0.047736793756484985,
-0.02572648413479328,
-0.05227305367588997,
-0.09815175086259842,
-0.05171700567007065,
-0.014821280725300312,
0.06550034880638123,
-0.026263795793056488,
-0.044833067804574966,
0.0664026290178299,
0.04215053841471672,
0.015666134655475616,
0.018027454614639282,
0.0021823120769113302,
0.031770408153533936,
0.04493499919772148,
0.06378525495529175,
-0.08177652955055237,
0.013619184494018555,
-0.07508266717195511,
0.06743264943361282,
-0.03871503844857216,
0.061755433678627014,
0.0292507354170084,
0.02546020597219467,
-0.040191713720560074,
-0.006638971157371998,
-0.01914520189166069,
-0.03767220303416252,
0.0387667641043663,
-0.001472424017265439,
0.07038894295692444,
-0.009678210131824017,
0.05246730521321297,
0.03140685707330704,
0.032771699130535126,
-0.05858190730214119,
0.09592881053686142,
-0.0012634119484573603,
0.009258896112442017,
0.02858317457139492,
0.01068862620741129,
-0.011924716643989086,
-0.08947941660881042,
-0.01563854143023491,
0.09299570322036743,
0.11567232012748718,
-0.0722290500998497,
0.07756897062063217,
0.08684214949607849,
-0.03722595050930977,
0.0006278746877796948,
0.02942727878689766,
0.10899502784013748,
0.00627600122243166,
-0.017606809735298157,
-0.03135804086923599,
0.05509069561958313,
-0.07669726014137268,
-0.02542687952518463,
-0.030976051464676857,
-0.0517226867377758,
-0.07220368832349777,
-0.08540747314691544,
-0.07644110918045044,
2.9241384412704138e-33,
0.05986315384507179,
0.028004130348563194,
-0.023304713889956474,
-0.028112826868891716,
0.009071972221136093,
-0.0895029827952385,
-0.002281327499076724,
-0.07762020081281662,
0.04232843220233917,
-0.09448084235191345,
-0.07589458674192429,
-0.020074864849448204,
-0.03472623601555824,
0.07761659473180771,
0.04539591819047928,
-0.029286770150065422,
-0.040529437363147736,
0.004378223326057196,
0.02824389934539795,
0.03200715035200119,
0.1484277993440628,
-0.011065442115068436,
-0.015557598322629929,
-0.05644587054848671,
-0.0000161480056704022,
0.08809337019920349,
0.07519074529409409,
0.026222122833132744,
-0.002545194001868367,
0.05753759294748306,
-0.029344692826271057,
-0.03165451064705849,
-0.028149498626589775,
-0.044980600476264954,
0.01967419497668743,
0.02062300592660904,
0.011795254424214363,
0.040010012686252594,
-0.04157641902565956,
-0.08188396692276001,
0.027250422164797783,
0.018563836812973022,
0.0016213773051276803,
-0.05014701560139656,
-0.052359070628881454,
-0.046414393931627274,
0.02752159722149372,
0.0459250882267952,
-0.009623399004340172,
0.06399880349636078,
-0.059888724237680435,
-0.0009429046767763793,
0.04682637378573418,
0.05390157550573349,
-0.027858315035700798,
-0.026881001889705658,
0.09927035123109818,
0.036251574754714966,
-0.03130454197525978,
-0.0017582991858944297,
0.005735859274864197,
0.008530531078577042,
0.0016728980699554086,
0.0051210843957960606,
-0.047133930027484894,
-0.044291362166404724,
0.013706598430871964,
-0.053853049874305725,
0.03543616086244583,
-0.012835301458835602,
-0.02913019247353077,
0.009265034459531307,
0.056297335773706436,
-0.022518329322338104,
0.018318800255656242,
-0.0739416629076004,
-0.007347452454268932,
-0.05989353358745575,
-0.05253535509109497,
0.002510417951270938,
0.022135663777589798,
0.11776389926671982,
0.02552449330687523,
-0.08607405424118042,
-0.02872202917933464,
-0.03068665787577629,
0.015418429858982563,
-0.10771467536687851,
-0.023108787834644318,
0.015104351565241814,
-0.05150384455919266,
0.08857864141464233,
-0.03903556242585182,
-0.054381076246500015,
0.00003412284786463715,
-4.153261048429122e-33,
0.027465922757983208,
0.08855559676885605,
-0.0188139695674181,
0.06466373056173325,
0.019217772409319878,
0.004161718301475048,
0.10858315974473953,
0.13246507942676544,
-0.051398616284132004,
-0.062081992626190186,
0.09570592641830444,
-0.024071041494607925,
-0.03116070106625557,
0.009288189001381397,
0.05733659490942955,
0.004827296361327171,
-0.03613509610295296,
0.021572470664978027,
0.050943758338689804,
0.024262020364403725,
0.022740637883543968,
0.10527510941028595,
-0.05213043838739395,
0.05512291565537453,
-0.009133224375545979,
-0.028440704569220543,
0.03236851096153259,
0.08839334547519684,
0.011278344318270683,
-0.04464143142104149,
-0.015144732780754566,
-0.06624724715948105,
-0.05088678374886513,
0.03075561858713627,
-0.029808439314365387,
0.012434503994882107,
0.06334353238344193,
-0.03175851330161095,
-0.0295027494430542,
0.09833415597677231,
0.01575521007180214,
0.10014312714338303,
-0.0851905420422554,
0.022987518459558487,
-0.03983118757605553,
-0.022737447172403336,
0.008167640306055546,
-0.02571025863289833,
-0.029331253841519356,
-0.058348167687654495,
0.07258879393339157,
-0.07620882987976074,
-0.016353676095604897,
0.008306385949254036,
0.0038754695560783148,
-0.043862249702215195,
0.022909926250576973,
-0.014109035953879356,
-0.0838213562965393,
-0.013616245239973068,
-0.051808424293994904,
0.01509591843932867,
-0.09257466346025467,
-0.022458113729953766,
-0.009285807609558105,
0.01547822542488575,
-0.012101437896490097,
0.027087518945336342,
0.05336962267756462,
-0.012797603383660316,
-0.03867071121931076,
0.04424697160720825,
0.01867998205125332,
0.049040645360946655,
-0.045062676072120667,
-0.01785818114876747,
-0.0710994154214859,
0.045370783656835556,
0.0022174494806677103,
-0.09025459736585617,
-0.011512144468724728,
0.0374942421913147,
0.07245168834924698,
-0.016594046726822853,
0.1424996554851532,
0.06417149305343628,
0.026175307109951973,
0.04197461158037186,
-0.05881918594241142,
0.026588793843984604,
0.06597881764173508,
0.06790077686309814,
0.014586550183594227,
0.12992222607135773,
0.05816452205181122,
-5.616664822127859e-8,
-0.0712733343243599,
-0.009437667205929756,
-0.04273657873272896,
0.05184757336974144,
-0.0008904027636162937,
-0.011549800634384155,
0.0011024732375517488,
-0.002276875078678131,
0.03981493040919304,
0.014410066418349743,
0.022600721567869186,
0.0051563810557127,
-0.07996825873851776,
0.06692232191562653,
-0.04558547958731651,
0.0054145753383636475,
0.013602536171674728,
0.1168212816119194,
-0.033977072685956955,
-0.06570868194103241,
0.02695033699274063,
-0.00883198156952858,
0.014905095100402832,
-0.017094742506742477,
0.10127200931310654,
-0.05481773987412453,
-0.09591666609048843,
0.05278528109192848,
-0.04518907517194748,
-0.034601110965013504,
-0.027298586443066597,
0.010942995548248291,
0.02958376333117485,
-0.09397823363542557,
0.0015063622267916799,
0.09457278251647949,
-0.05104414001107216,
-0.0494987927377224,
0.0015154981520026922,
0.0678396075963974,
0.01769111678004265,
0.07584373652935028,
-0.018664002418518066,
-0.01739056594669819,
0.09692038595676422,
-0.03592303767800331,
-0.030257511883974075,
-0.10909862071275711,
0.040634509176015854,
-0.006526011507958174,
0.016113173216581345,
0.009460877627134323,
0.00005325549500412308,
-0.015366784296929836,
0.055979274213314056,
0.02733088657259941,
-0.09045187383890152,
0.02125398814678192,
0.01016312651336193,
0.016378253698349,
0.0793585255742073,
0.009747064672410488,
-0.06084287166595459,
0.004979175049811602
] |
wogkr810/mnm | d82275332a586d98f9b729f266c8871f757f36d1 | 2022-06-05T05:03:24.000Z | [
"pytorch",
"roberta",
"question-answering",
"transformers",
"autotrain_compatible"
] | question-answering | false | wogkr810 | null | wogkr810/mnm | 0 | null | transformers | # Model
---
## [KLUE MRC λν](https://github.com/boostcampaitech3/level2-mrc-level2-nlp-09)μμ μ¬μ©ν Reader SOTAλͺ¨λΈμ μ¬μ©νμ¬ νμΈνλμ μ§ννμ΅λλ€.
- λ°μ΄ν°μ
: νκΉ
μ΄ν ꡬμΆν λ°μ΄ν°μ
μμ μ μ²λ¦¬ λ° Augmentation μ μ©
- [Huggingface : MRC Reader SOTA λͺ¨λΈ](https://huggingface.co/Nonegom/roberta_finetune_twice)
- [Github Issue : MRC Redaer SOTA λͺ¨λΈ μ€λͺ
](https://github.com/boostcampaitech3/level2-mrc-level2-nlp-09/issues/38)
| [
-0.13436178863048553,
-0.06707849353551865,
0.09266874939203262,
0.03021656535565853,
0.025902554392814636,
-0.05970856174826622,
-0.0330415740609169,
0.03604408726096153,
-0.06546765565872192,
-0.05894535779953003,
0.10275808721780777,
0.015314586460590363,
0.039803218096494675,
0.012462546117603779,
-0.005450488533824682,
0.042313553392887115,
0.029814058914780617,
0.04039252549409866,
-0.05838844180107117,
0.060815565288066864,
0.07227654755115509,
-0.0476967953145504,
0.07053674012422562,
-0.01648343913257122,
-0.006884112488478422,
-0.028748532757163048,
-0.027791786938905716,
0.0475124754011631,
0.032037895172834396,
-0.12066709995269775,
0.037528444081544876,
0.0518600158393383,
0.014426779933273792,
-0.07364882528781891,
-0.0034286812879145145,
0.03865518793463707,
-0.0069792908616364,
-0.002155030146241188,
-0.13131758570671082,
0.0295327790081501,
-0.06336235255002975,
-0.03971952572464943,
0.014166459441184998,
-0.08008148521184921,
0.13580845296382904,
0.041855718940496445,
-0.05113629996776581,
-0.07492136210203171,
-0.060976095497608185,
-0.048998065292835236,
-0.0473598837852478,
-0.07976455241441727,
-0.02082713134586811,
-0.03969724103808403,
-0.08101128041744232,
0.0028451194521039724,
-0.04559798166155815,
-0.0004053564043715596,
0.01210472360253334,
-0.03707537055015564,
0.006379947066307068,
0.025738796219229698,
-0.09639570862054825,
-0.01765718311071396,
0.05517728254199028,
0.0024839334655553102,
-0.02817961573600769,
-0.024089541286230087,
0.05002667382359505,
0.10147915780544281,
0.0187222883105278,
0.002743468154221773,
-0.012234673835337162,
-0.041903283447027206,
0.021092325448989868,
-0.0033553431276232004,
0.008807307109236717,
0.022856075316667557,
0.04692976921796799,
-0.07520847767591476,
-0.029093967750668526,
-0.027014339342713356,
-0.02264283038675785,
0.008352559059858322,
-0.009409072808921337,
0.009568344801664352,
-0.03678596392273903,
-0.053668733686208725,
-0.04307572543621063,
0.036810994148254395,
0.15394030511379242,
0.03613985329866409,
-0.13751068711280823,
0.05607160925865173,
-0.025608357042074203,
-0.02134244330227375,
-0.04787022992968559,
0.04412378370761871,
-0.036039210855960846,
0.04564511403441429,
-0.004602205473929644,
-0.029327062889933586,
-0.016829844564199448,
0.04939264431595802,
-0.007053942885249853,
-0.08459318429231644,
0.07255303859710693,
-0.04653315618634224,
0.024210849776864052,
-0.006704629864543676,
-0.013376438990235329,
0.022969191893935204,
-0.01952059380710125,
-0.010939905419945717,
-0.07877849787473679,
0.0107127595692873,
0.04242096096277237,
-0.06145813316106796,
0.005116058047860861,
0.014757810160517693,
-0.008274364285171032,
-0.048679325729608536,
-0.02845790795981884,
-0.022988786920905113,
-0.008323220536112785,
-0.05529053881764412,
-0.025439785793423653,
1.0751134515441998e-32,
0.0057508451864123344,
0.05811532959342003,
0.018269186839461327,
-0.003045968944206834,
-0.013829072937369347,
0.014923873357474804,
-0.05655337870121002,
-0.08624466508626938,
0.0037092971615493298,
-0.02208947390317917,
-0.0928499773144722,
0.027061915025115013,
-0.06352271139621735,
-0.004231572151184082,
-0.061911530792713165,
-0.08243910223245621,
-0.012651261873543262,
0.06679981201887131,
-0.06833008676767349,
0.06371502578258514,
0.09874515980482101,
-0.0027717764023691416,
-0.0356842502951622,
-0.08969920873641968,
-0.04528014734387398,
0.16464054584503174,
0.053989194333553314,
-0.0020017141941934824,
-0.04793496057391167,
0.06687025725841522,
0.0015533004188910127,
-0.011860680766403675,
-0.008647060953080654,
0.00637077447026968,
-0.049129072576761246,
-0.023212075233459473,
0.03432515263557434,
-0.0519399419426918,
-0.006866571493446827,
-0.04946877062320709,
-0.034471672028303146,
0.02996196411550045,
-0.007747086696326733,
0.04390585049986839,
-0.03308803588151932,
-0.029741980135440826,
0.022125329822301865,
0.0639936551451683,
0.050454720854759216,
-0.008842214941978455,
-0.03423329070210457,
0.018575869500637054,
-0.051965825259685516,
-0.01305287517607212,
-0.047054074704647064,
0.015196462161839008,
0.0683949887752533,
0.02331625297665596,
0.004265254829078913,
0.05485669896006584,
0.07849480956792831,
0.04617644473910332,
0.07124664634466171,
-0.003845298895612359,
0.10761188715696335,
0.018831569701433182,
-0.07218584418296814,
0.005913835950195789,
0.009165288880467415,
-0.026318812742829323,
-0.04445843771100044,
-0.06072232127189636,
0.07949891686439514,
0.014183154329657555,
-0.03609117865562439,
-0.08721654117107391,
0.002641162369400263,
0.0841280072927475,
0.08647407591342926,
-0.032585058361291885,
-0.07320103794336319,
0.009503203444182873,
-0.01643783412873745,
-0.06355522572994232,
-0.022948121652007103,
-0.03717739135026932,
0.03840149939060211,
-0.06268604844808578,
-0.05845039337873459,
0.08160431683063507,
0.021110013127326965,
-0.02888350933790207,
0.024286074563860893,
-0.030165264382958412,
0.006010306533426046,
-1.1230674497124073e-32,
0.018020085990428925,
0.028216268867254257,
-0.03271963447332382,
0.018976815044879913,
0.03450755029916763,
0.013911202549934387,
0.07303238660097122,
0.13992729783058167,
0.03660360351204872,
-0.002770076273009181,
0.04008162021636963,
0.00990233477205038,
-0.04982873424887657,
0.0037539207842200994,
0.04101574420928955,
0.0030629439279437065,
0.02335079200565815,
0.03700951114296913,
-0.012189867906272411,
0.03315185010433197,
0.031330808997154236,
0.11437758803367615,
-0.018365830183029175,
0.06217805668711662,
0.001453131320886314,
0.035154249519109726,
-0.014688318595290184,
0.044721152633428574,
0.02081417664885521,
0.008390732109546661,
0.005927066318690777,
-0.012388390488922596,
-0.09281732141971588,
0.030276570469141006,
-0.000993657042272389,
-0.024847062304615974,
-0.01009411085397005,
0.019714312627911568,
-0.00535918353125453,
-0.0588839128613472,
0.09938377887010574,
0.005644686054438353,
-0.041187722235918045,
-0.019315825775265694,
0.05546773597598076,
-0.05830413103103638,
-0.05914982408285141,
-0.043306101113557816,
-0.003990239929407835,
-0.06666774302721024,
-0.0073269749991595745,
-0.05424334108829498,
-0.0010357561986893415,
-0.0022195118945091963,
-0.009234776720404625,
0.05511878430843353,
0.03589215129613876,
-0.10433072596788406,
-0.03699728101491928,
0.010960759595036507,
-0.006634026300162077,
-0.019036946818232536,
-0.03795064240694046,
-0.07317875325679779,
0.043823689222335815,
0.031039930880069733,
0.12541602551937103,
-0.021534066647291183,
0.0895705446600914,
-0.015390324406325817,
-0.02829916588962078,
0.009387539699673653,
0.0635262057185173,
-0.012983717955648899,
0.018993975594639778,
-0.029929546639323235,
-0.03171973675489426,
0.03843336179852486,
0.02238411270081997,
-0.09360862523317337,
-0.11691378802061081,
-0.006518674083054066,
0.049701519310474396,
0.056488797068595886,
0.05371183156967163,
-0.0878857970237732,
-0.05044441670179367,
0.09916787594556808,
0.004966335836797953,
-0.04050788655877113,
0.003601430682465434,
0.02291146293282509,
0.039848893880844116,
0.1395425647497177,
0.011899065226316452,
-6.676527419813283e-8,
-0.045016929507255554,
-0.06020486354827881,
0.019429650157690048,
0.008468447253108025,
-0.020905757322907448,
-0.04527823254466057,
-0.03508421778678894,
-0.04478958621621132,
-0.05777077004313469,
-0.05402742698788643,
0.05208975076675415,
0.07736173272132874,
0.01530512236058712,
-0.06978560984134674,
-0.030850771814584732,
-0.03687896952033043,
-0.014809142798185349,
0.12356710433959961,
-0.08028149604797363,
-0.1029907763004303,
0.010206169448792934,
-0.03398492932319641,
0.053541399538517,
-0.05660724267363548,
0.03595217689871788,
0.029444780200719833,
-0.05623489245772362,
0.08614624291658401,
-0.006314487662166357,
-0.10107430070638657,
0.03917552903294563,
-0.0255441851913929,
0.06603515893220901,
0.052568212151527405,
0.008138790726661682,
0.049829352647066116,
0.05058242008090019,
0.03533633425831795,
-0.015564619563519955,
0.06560299545526505,
0.007350085768848658,
-0.05794519558548927,
0.003230174072086811,
0.05263112112879753,
0.07956735044717789,
0.022834382951259613,
-0.004266443196684122,
-0.08178576827049255,
0.05177609249949455,
0.09523335844278336,
-0.018607059493660927,
-0.02743401750922203,
-0.061420392245054245,
-0.011083829216659069,
-0.0021693820599466562,
-0.013514240272343159,
-0.012930004857480526,
0.020061533898115158,
0.058462999761104584,
-0.0015032008523121476,
0.05572778359055519,
0.029541485011577606,
-0.06661972403526306,
0.033724505454301834
] |
huggingtweets/mundodeportivo | c2f817a2872f38e094190f0f14b0413e01662823 | 2022-06-03T09:09:48.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/mundodeportivo | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/mundodeportivo/1654247301367/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1277369340275437570/R-AXlYNT_400x400.png')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI BOT π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Mundo Deportivo</div>
<div style="text-align: center; font-size: 14px;">@mundodeportivo</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Mundo Deportivo.
| Data | Mundo Deportivo |
| --- | --- |
| Tweets downloaded | 3250 |
| Retweets | 195 |
| Short tweets | 26 |
| Tweets kept | 3029 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/17m7lnrt/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @mundodeportivo's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/2mndpk3u) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/2mndpk3u/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/mundodeportivo')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.020146731287240982,
0.11786888539791107,
-0.0036402621772140265,
0.04787914827466011,
0.17638742923736572,
-0.022357359528541565,
-0.0334000438451767,
0.029794741421937943,
0.07933905720710754,
-0.052046604454517365,
0.000441376498201862,
0.07008762657642365,
0.01343767810612917,
-0.032106664031744,
-0.0037140550557523966,
0.03903438150882721,
-0.09364496916532516,
-0.04215535521507263,
-0.058599188923835754,
0.013136000372469425,
-0.07942359894514084,
-0.0922650545835495,
0.08084751665592194,
-0.03893892094492912,
-0.03830823302268982,
0.06840573251247406,
-0.005487814079970121,
0.05780792981386185,
-0.013990049250423908,
-0.017981506884098053,
-0.04466363415122032,
0.031817786395549774,
0.04610833525657654,
0.03534182906150818,
-0.03925052285194397,
0.029170844703912735,
-0.028681231662631035,
0.02444368787109852,
-0.04564918205142021,
0.013588285073637962,
-0.007366866804659367,
-0.10283470153808594,
0.04687390848994255,
0.046954572200775146,
-0.03407955542206764,
-0.026887664571404457,
-0.012984693981707096,
-0.009213204495608807,
-0.05599908158183098,
0.03635667264461517,
-0.05696890875697136,
-0.0666709840297699,
0.008693506941199303,
-0.0019431711407378316,
0.012042442336678505,
0.06441597640514374,
0.02208532765507698,
-0.04583113640546799,
0.07868325710296631,
-0.028390290215611458,
0.10925576835870743,
0.09050247818231583,
0.08200541883707047,
0.0022135390900075436,
0.014209284447133541,
-0.020860984921455383,
-0.06944400817155838,
0.04200182482600212,
-0.03553088381886482,
-0.010656851343810558,
0.037361882627010345,
-0.004228653851896524,
-0.025392938405275345,
-0.04596874117851257,
0.06960263103246689,
-0.04637465253472328,
-0.01157078705728054,
0.02533629909157753,
-0.01832456700503826,
0.06296928972005844,
0.04150931164622307,
-0.06299182027578354,
0.0118676433339715,
-0.02459878660738468,
0.06426674872636795,
0.032799139618873596,
0.009382054209709167,
-0.10513004660606384,
-0.022095775231719017,
0.024843864142894745,
-0.013902136124670506,
-0.023750076070427895,
-0.0051668002270162106,
0.04225251078605652,
-0.04535619169473648,
0.029300957918167114,
-0.04792677238583565,
-0.15347346663475037,
-0.12283891439437866,
0.06759414821863174,
0.0024681261274963617,
-0.05441296845674515,
0.06638966500759125,
0.025089429691433907,
0.014954433776438236,
-0.0364813469350338,
-0.02656368725001812,
0.00945386290550232,
-0.008474685251712799,
-0.011467352509498596,
0.0399630032479763,
-0.04442291334271431,
-0.10362879931926727,
0.01652718521654606,
-0.0275249220430851,
-0.09423178434371948,
-0.01950058527290821,
0.039282530546188354,
0.08601713925600052,
-0.025956036522984505,
0.04626249894499779,
0.1485942006111145,
-0.037229590117931366,
-0.09358243644237518,
0.014223183505237103,
0.036108728498220444,
-0.053191058337688446,
1.0616231110321786e-32,
0.06361687928438187,
0.009641245007514954,
-0.06452782452106476,
0.04460611566901207,
0.11916594207286835,
-0.007072771433740854,
-0.01839485578238964,
-0.03557353466749191,
-0.09597157686948776,
-0.01128365471959114,
0.06748933345079422,
0.019489852711558342,
0.008308538235723972,
0.011464262381196022,
-0.0031738514080643654,
-0.09171803295612335,
-0.01279003731906414,
-0.009197667241096497,
-0.026299502700567245,
0.022021044045686722,
-0.10601450502872467,
0.04911045357584953,
-0.040757838636636734,
-0.0690796822309494,
-0.06025385856628418,
0.01930469274520874,
0.07471468299627304,
-0.04750511050224304,
-0.0017097021918743849,
0.007485677488148212,
-0.050697389990091324,
-0.007760293781757355,
0.0633569285273552,
-0.052338507026433945,
0.047082409262657166,
0.0179890263825655,
0.006000494584441185,
-0.08203960210084915,
-0.003131468780338764,
0.0412607416510582,
-0.026604482904076576,
-0.04809635132551193,
0.05640048906207085,
-0.04347509518265724,
-0.05578912794589996,
0.08380328118801117,
0.1303778886795044,
0.025050999596714973,
-0.03102795034646988,
-0.040425702929496765,
-0.0327439084649086,
-0.0064286887645721436,
-0.05028662085533142,
-0.10928516834974289,
-0.01117557380348444,
-0.07871566712856293,
0.001540955388918519,
0.015374352224171162,
0.040815502405166626,
-0.039558716118335724,
0.0038066960405558348,
-0.06678294390439987,
0.039310529828071594,
-0.08015972375869751,
0.0418010875582695,
0.04010983183979988,
-0.08732180297374725,
-0.03684242069721222,
0.047845810651779175,
-0.04529448226094246,
-0.03384329378604889,
-0.003955070860683918,
0.10732138156890869,
-0.038239140063524246,
-0.05147796869277954,
0.03938360884785652,
-0.015665043145418167,
-0.0508684366941452,
-0.0317036435008049,
0.030431251972913742,
-0.05458078160881996,
0.0014269009698182344,
0.022850345820188522,
-0.00869167409837246,
-0.018231946974992752,
-0.01129086036235094,
-0.003187381662428379,
-0.05274797976016998,
0.020671764388680458,
-0.000705886515788734,
-0.1001477837562561,
-0.013721452094614506,
0.03613679111003876,
-0.08625759184360504,
-0.07719244807958603,
-1.0934545429632861e-32,
0.0468875952064991,
0.009998648427426815,
-0.01647578366100788,
0.05356995761394501,
0.08599279820919037,
0.05132325366139412,
0.058965787291526794,
0.05466205254197121,
0.0072572180069983006,
0.007110050413757563,
0.053392305970191956,
-0.020503001287579536,
-0.08312767744064331,
-0.041625674813985825,
0.01679486781358719,
0.0145433209836483,
0.068660207092762,
-0.025539033114910126,
-0.024844251573085785,
0.03166778385639191,
0.014308144338428974,
0.024189606308937073,
-0.015119449235498905,
0.08893957734107971,
-0.06965214759111404,
-0.005232860334217548,
0.08161889016628265,
-0.003955184482038021,
-0.019762733951210976,
0.007264701183885336,
-0.05306537449359894,
-0.08193278312683105,
-0.018092816695570946,
0.0627266988158226,
0.04860926792025566,
0.00842179823666811,
-0.0631900206208229,
-0.053765587508678436,
-0.030076628550887108,
-0.05033370479941368,
0.022377517074346542,
-0.09210371971130371,
-0.06114424765110016,
-0.013684555888175964,
0.02929551526904106,
-0.03919141739606857,
0.03269088640809059,
-0.01690725050866604,
0.007662464864552021,
0.0525217168033123,
0.04689394310116768,
0.046592507511377335,
-0.018339551985263824,
-0.019199015572667122,
-0.02430637925863266,
-0.08373745530843735,
-0.051447559148073196,
0.035358726978302,
0.01861749030649662,
0.028269894421100616,
0.02569596841931343,
0.029681630432605743,
-0.01563599705696106,
0.02034625969827175,
0.06708512455224991,
0.03860919922590256,
-0.07492468506097794,
0.0489172600209713,
-0.058426253497600555,
0.0022654221393167973,
0.025173434987664223,
0.0717964842915535,
0.03864038735628128,
-0.010782300494611263,
0.03983607888221741,
-0.024649957194924355,
0.08263988047838211,
0.008765624836087227,
0.06938613951206207,
0.002703695558011532,
-0.07639488577842712,
-0.054626479744911194,
-0.045281801372766495,
-0.002757446374744177,
-0.049930743873119354,
-0.011959330178797245,
-0.018053272739052773,
0.09725689142942429,
-0.028218936175107956,
-0.04489811509847641,
-0.032854776829481125,
0.07432487607002258,
0.05121937021613121,
0.04385918751358986,
0.06992156058549881,
-6.661340279379147e-8,
-0.051531579345464706,
-0.08431430160999298,
-0.019077934324741364,
0.017635494470596313,
-0.03698360547423363,
0.036025188863277435,
0.03249727562069893,
-0.15466436743736267,
-0.00968041829764843,
-0.04643950238823891,
0.036305807530879974,
0.019964095205068588,
-0.07840050011873245,
0.026183759793639183,
-0.03490302711725235,
0.01787644252181053,
-0.11512082070112228,
0.07648874074220657,
-0.0022669117897748947,
-0.06979948282241821,
-0.006368560716509819,
0.03733118996024132,
0.018912171944975853,
-0.02387884072959423,
0.0020699314773082733,
0.06515950709581375,
-0.11928476393222809,
0.0034297876991331577,
0.0015379113610833883,
-0.00026565828011371195,
0.03478886932134628,
-0.059693243354558945,
0.033179882913827896,
-0.06253153830766678,
-0.006513627246022224,
-0.06452146917581558,
-0.03236900269985199,
-0.03592393547296524,
0.028464239090681076,
0.01921774446964264,
0.052321646362543106,
0.021531928330659866,
0.07580867409706116,
0.03652877360582352,
-0.036295417696237564,
0.008343775756657124,
0.050856515765190125,
-0.009343775920569897,
0.03819482401013374,
0.037657201290130615,
-0.019662680104374886,
-0.07406138628721237,
0.009064853191375732,
0.029174480587244034,
0.06908368319272995,
-0.011461875401437283,
-0.0066667599603533745,
0.06286098062992096,
-0.0316491462290287,
0.06951723992824554,
0.045540131628513336,
0.053902968764305115,
-0.006658236030489206,
0.05852821096777916
] |
kimcando/ko-paraKQC-demo2 | 1fd0fdeb8c0094b40a312488cdaa5d53befdcc22 | 2022-06-03T09:28:17.000Z | [
"pytorch",
"xlm-roberta",
"feature-extraction",
"sentence-transformers",
"sentence-similarity",
"transformers"
] | sentence-similarity | false | kimcando | null | kimcando/ko-paraKQC-demo2 | 0 | null | sentence-transformers | ---
pipeline_tag: sentence-similarity
tags:
- sentence-transformers
- feature-extraction
- sentence-similarity
- transformers
---
# kimcando/ko-paraKQC-demo2
This is a [sentence-transformers](https://www.SBERT.net) model: It maps sentences & paragraphs to a 1024 dimensional dense vector space and can be used for tasks like clustering or semantic search.
<!--- Describe your model here -->
## Usage (Sentence-Transformers)
Using this model becomes easy when you have [sentence-transformers](https://www.SBERT.net) installed:
```
pip install -U sentence-transformers
```
Then you can use the model like this:
```python
from sentence_transformers import SentenceTransformer
sentences = ["This is an example sentence", "Each sentence is converted"]
model = SentenceTransformer('kimcando/ko-paraKQC-demo2')
embeddings = model.encode(sentences)
print(embeddings)
```
## Usage (HuggingFace Transformers)
Without [sentence-transformers](https://www.SBERT.net), you can use the model like this: First, you pass your input through the transformer model, then you have to apply the right pooling-operation on-top of the contextualized word embeddings.
```python
from transformers import AutoTokenizer, AutoModel
import torch
#Mean Pooling - Take attention mask into account for correct averaging
def mean_pooling(model_output, attention_mask):
token_embeddings = model_output[0] #First element of model_output contains all token embeddings
input_mask_expanded = attention_mask.unsqueeze(-1).expand(token_embeddings.size()).float()
return torch.sum(token_embeddings * input_mask_expanded, 1) / torch.clamp(input_mask_expanded.sum(1), min=1e-9)
# Sentences we want sentence embeddings for
sentences = ['This is an example sentence', 'Each sentence is converted']
# Load model from HuggingFace Hub
tokenizer = AutoTokenizer.from_pretrained('kimcando/ko-paraKQC-demo2')
model = AutoModel.from_pretrained('kimcando/ko-paraKQC-demo2')
# Tokenize sentences
encoded_input = tokenizer(sentences, padding=True, truncation=True, return_tensors='pt')
# Compute token embeddings
with torch.no_grad():
model_output = model(**encoded_input)
# Perform pooling. In this case, mean pooling.
sentence_embeddings = mean_pooling(model_output, encoded_input['attention_mask'])
print("Sentence embeddings:")
print(sentence_embeddings)
```
## Evaluation Results
<!--- Describe how your model was evaluated -->
For an automated evaluation of this model, see the *Sentence Embeddings Benchmark*: [https://seb.sbert.net](https://seb.sbert.net?model_name=kimcando/ko-paraKQC-demo2)
## Training
The model was trained with the parameters:
**DataLoader**:
`torch.utils.data.dataloader.DataLoader` of length 475 with parameters:
```
{'batch_size': 32, 'sampler': 'torch.utils.data.sampler.RandomSampler', 'batch_sampler': 'torch.utils.data.sampler.BatchSampler'}
```
**Loss**:
`sentence_transformers.losses.CosineSimilarityLoss.CosineSimilarityLoss`
Parameters of the fit()-Method:
```
{
"epochs": 4,
"evaluation_steps": 1000,
"evaluator": "sentence_transformers.evaluation.EmbeddingSimilarityEvaluator.EmbeddingSimilarityEvaluator",
"max_grad_norm": 1,
"optimizer_class": "<class 'transformers.optimization.AdamW'>",
"optimizer_params": {
"lr": 2e-05
},
"scheduler": "WarmupLinear",
"steps_per_epoch": null,
"warmup_steps": 190,
"weight_decay": 0.01
}
```
## Full Model Architecture
```
SentenceTransformer(
(0): Transformer({'max_seq_length': 128, 'do_lower_case': False}) with Transformer model: XLMRobertaModel
(1): Pooling({'word_embedding_dimension': 1024, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False})
)
```
## Citing & Authors
<!--- Describe where people can find more information --> | [
-0.05912194401025772,
-0.04227464646100998,
-0.0299539715051651,
0.04986048862338066,
0.011127698235213757,
0.04875587671995163,
-0.05546996742486954,
0.017160553485155106,
0.01570277102291584,
-0.07789649069309235,
0.04086625203490257,
-0.03837895393371582,
0.07552351802587509,
0.048343244940042496,
0.05890399217605591,
0.03882431983947754,
0.03052811697125435,
0.077943816781044,
-0.06089248135685921,
-0.11351415514945984,
0.12989802658557892,
0.08317247033119202,
0.026719896122813225,
0.044024500995874405,
-0.04352787137031555,
0.07411552965641022,
-0.00159040791913867,
0.0007529980503022671,
0.010007002390921116,
-0.008916506543755531,
0.026714716106653214,
-0.012519496493041515,
-0.056487128138542175,
0.07928015291690826,
0.08651034533977509,
0.07327502965927124,
-0.00599231431260705,
0.013775988481938839,
-0.034691691398620605,
-0.08772875368595123,
0.009729716926813126,
-0.03419958055019379,
-0.047502316534519196,
-0.002811816753819585,
0.08184123039245605,
-0.06808626651763916,
-0.13371296226978302,
-0.03288457915186882,
-0.0004674699157476425,
-0.03253728151321411,
-0.10261925309896469,
0.02370597794651985,
-0.012814529240131378,
0.09784316271543503,
0.018784144893288612,
0.056808676570653915,
0.0053614601492881775,
0.0009921749588102102,
0.04837307333946228,
-0.141987144947052,
-0.06933823972940445,
-0.006955168209969997,
0.003011644585058093,
0.012758766300976276,
-0.041897449642419815,
-0.019307268783450127,
0.03150598704814911,
0.02459464967250824,
0.03782724216580391,
0.02197892591357231,
-0.09074269980192184,
0.04405829310417175,
-0.03919517248868942,
-0.02633003331720829,
-0.06891854852437973,
0.0013873872812837362,
0.08945324271917343,
-0.005039647221565247,
0.0106347082182765,
0.014765743166208267,
-0.0025505272205919027,
-0.0880589410662651,
0.02232600376009941,
0.07846049219369888,
0.0063096522353589535,
-0.048481617122888565,
-0.006150923669338226,
-0.0724300965666771,
0.006935907062143087,
-0.004515550099313259,
-0.021078182384371758,
-0.1037573367357254,
0.030009334906935692,
-0.06951839476823807,
0.0001860296615632251,
0.025589630007743835,
-0.03740239515900612,
0.010338660329580307,
0.06372910737991333,
0.055417250841856,
0.02806464023888111,
0.03131142258644104,
0.05565474182367325,
-0.11479613929986954,
-0.04576612636446953,
0.02013079822063446,
-0.006639842875301838,
-0.03134253993630409,
0.07605446130037308,
-0.06796462833881378,
-0.017654940485954285,
0.002562776440754533,
-0.02566017396748066,
-0.028120361268520355,
0.09115918725728989,
-0.039298586547374725,
0.03331834450364113,
-0.036638788878917694,
-0.010078110732138157,
0.08352300524711609,
-0.00646847253665328,
0.06493371725082397,
-0.04184715449810028,
0.02236381731927395,
-0.007981758564710617,
-0.028926026076078415,
0.015277811326086521,
3.3774675621585405e-34,
0.00902637280523777,
-0.023512667044997215,
0.03232928737998009,
-0.008541600778698921,
0.011753726750612259,
0.02788766473531723,
0.02733146771788597,
0.05336851254105568,
-0.10565534979104996,
-0.020120609551668167,
-0.08743409812450409,
0.035884492099285126,
-0.05702151358127594,
0.07938919961452484,
-0.002715821610763669,
0.017075952142477036,
-0.06481165438890457,
-0.02808045968413353,
0.029826639220118523,
0.05659174546599388,
0.04582669213414192,
0.026290157809853554,
0.0017880849773064256,
-0.015628907829523087,
-0.07557008415460587,
-0.02976779080927372,
0.03612882271409035,
-0.0951705276966095,
-0.05850713327527046,
0.0045677595771849155,
-0.08069662004709244,
0.02140367403626442,
-0.01237538643181324,
0.01491043996065855,
-0.03901270404458046,
0.0020687112119048834,
0.022584348917007446,
-0.013729393482208252,
-0.04479147121310234,
-0.07814076542854309,
-0.05177993327379227,
-0.0005442130495794117,
-0.026043985038995743,
-0.057364821434020996,
-0.002812848426401615,
-0.010306035168468952,
0.050707489252090454,
-0.008194874040782452,
0.09294577687978745,
-0.016422439366579056,
0.09946037083864212,
-0.02674415148794651,
-0.008868515491485596,
-0.035336706787347794,
0.04555555060505867,
-0.008686326444149017,
0.07489104568958282,
0.00622903648763895,
0.11942464858293533,
-0.0007818705053068697,
0.035647474229335785,
-0.03192194178700447,
0.039705418050289154,
0.03246758133172989,
0.13331721723079681,
-0.01998857967555523,
0.030666936188936234,
0.07409688830375671,
0.003793577663600445,
0.06098351627588272,
-0.06330282241106033,
0.013702490366995335,
-0.0638795867562294,
0.01601046323776245,
0.032792724668979645,
-0.058109961450099945,
-0.04210324212908745,
-0.07325804978609085,
-0.0459529347717762,
0.10648518055677414,
-0.04101964086294174,
-0.08933901786804199,
0.047292858362197876,
-0.03379775956273079,
0.018514372408390045,
-0.04622722417116165,
0.027165325358510017,
-0.05412343144416809,
0.056674644351005554,
-0.04868394136428833,
0.017193926498293877,
0.004556311294436455,
-0.011508744210004807,
0.017718099057674408,
0.0680154412984848,
-2.3839561753973553e-33,
0.04575413465499878,
0.03869416192173958,
-0.06722480058670044,
0.05650946870446205,
-0.033088792115449905,
-0.051216572523117065,
0.015053032897412777,
0.06424779444932938,
0.010892419144511223,
-0.049527548253536224,
-0.0690075159072876,
-0.03838402405381203,
0.1188841462135315,
-0.07807663828134537,
0.08278752118349075,
0.05469675734639168,
-0.03565350919961929,
0.07809972763061523,
0.02677619457244873,
0.06702271103858948,
-0.010443895123898983,
0.0626683235168457,
-0.12351863086223602,
0.0182571429759264,
-0.023932013660669327,
-0.0071274894289672375,
-0.006776765920221806,
0.0102620180696249,
0.005241669248789549,
-0.03279443085193634,
-0.02346567064523697,
0.002230724086984992,
-0.05624872446060181,
-0.010241915471851826,
-0.11704068630933762,
0.014563441276550293,
-0.011317078024148941,
-0.030320292338728905,
0.034549932926893234,
0.023351335898041725,
0.012573814950883389,
0.08365234732627869,
-0.06342045217752457,
0.006204158067703247,
-0.016999702900648117,
0.014968867413699627,
-0.07100190967321396,
-0.08127601444721222,
0.04138868674635887,
-0.041366178542375565,
0.0016101415967568755,
0.03816849738359451,
-0.14260663092136383,
0.04012717306613922,
-0.045126210898160934,
-0.06785915046930313,
-0.08254414796829224,
-0.020219460129737854,
-0.060886066406965256,
-0.06966444849967957,
-0.06276632845401764,
-0.025221368297934532,
0.03907147794961929,
-0.09151825308799744,
0.07322061061859131,
-0.05868573859333992,
0.017127325758337975,
0.04147426784038544,
-0.033825941383838654,
-0.040421489626169205,
-0.013204948976635933,
-0.023787226527929306,
0.02284914441406727,
0.06078731268644333,
0.03111986443400383,
-0.03967469185590744,
-0.024356447160243988,
0.026451660320162773,
-0.022418541833758354,
-0.04149569571018219,
0.042345911264419556,
-0.027871862053871155,
0.019042344763875008,
-0.015466083772480488,
0.012736838310956955,
0.004308898467570543,
0.03742712736129761,
0.0750618577003479,
-0.011632935144007206,
0.03020291216671467,
-0.004804051481187344,
0.010251388885080814,
-0.005176734644919634,
0.10865557193756104,
0.024799218401312828,
-4.9257636192123755e-8,
-0.06742588430643082,
-0.04031432420015335,
-0.07456410676240921,
0.07038943469524384,
-0.07669973373413086,
-0.022014373913407326,
0.050039105117321014,
0.04638950154185295,
-0.06614937633275986,
-0.029734740033745766,
0.021160921081900597,
0.022924968972802162,
-0.06933263689279556,
0.01864738017320633,
-0.012696578167378902,
0.10362140834331512,
-0.012507479637861252,
0.04428333789110184,
0.0362529419362545,
0.015329352580010891,
0.02602344937622547,
-0.012824922800064087,
-0.03396296873688698,
0.05258432403206825,
0.013197194784879684,
0.03639993816614151,
-0.0396057665348053,
0.035356152802705765,
0.009910852648317814,
0.010420707985758781,
0.0033036787062883377,
-0.019025621935725212,
-0.036751631647348404,
-0.03280340135097504,
0.028374502435326576,
0.03419756889343262,
0.03485526517033577,
-0.045090314000844955,
0.02780004031956196,
0.05260069668292999,
0.048643823713064194,
0.041784416884183884,
-0.12928631901741028,
-0.003615058260038495,
0.09962894767522812,
0.012000318616628647,
0.01524386927485466,
-0.059215642511844635,
0.03161375969648361,
0.04172183573246002,
0.055939823389053345,
-0.08426062762737274,
-0.03674377128481865,
-0.044411879032850266,
0.040316421538591385,
0.049426257610321045,
0.03916485607624054,
-0.017005302011966705,
0.06802605092525482,
-0.07195533066987991,
0.045981258153915405,
0.07722096145153046,
0.09739046543836594,
-0.049485765397548676
] |
kleinay/qanom-seq2seq-model-order-invariant | 6cd693fb61c167062b61ff2bf5dd125619b2e706 | 2022-06-03T09:50:24.000Z | [
"pytorch",
"t5",
"text2text-generation",
"transformers",
"autotrain_compatible"
] | text2text-generation | false | kleinay | null | kleinay/qanom-seq2seq-model-order-invariant | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
jppaolim/v47_Move2PT | 648f9d0ed4c3d7d8fdc7a98dab1123adbd3f92fc | 2022-06-03T12:23:52.000Z | [
"pytorch",
"gpt2",
"text-generation",
"transformers"
] | text-generation | false | jppaolim | null | jppaolim/v47_Move2PT | 0 | null | transformers | # My Story model
{'top_p': 0.9, 'top_k': 50, 'temperature': 1, 'repetition_penalty': 1}
Arthur goes to the beach. Arthur wanted to go to the beach with his friends. Arthur wasn't a big fan of the beach. He asked his friend Steve to go to the beach with him. Steve brought a box of chips with Arthur's and him. Arthur and Steve had a great time at the beach.
Arthur goes to the beach. Arthur loved to go to the beach. One day, his family decided to go to the beach. Arthur decided he would go with his family and swim. Arthur loved swimming so much that he asked his mother if he could go. His mother told him that she already had a place to stay.
Arthur goes to the beach. Arthur was at the beach with friends. Arthur wanted to go to the beach. Arthur's friends thought that the beach was a bad place to go. However, Arthur decided to take his friends to the beach. The boys went to the beach.
Arthur goes to the beach. Arthur was on a boat with his family. Arthur wanted to swim but he was afraid it would be stormy. The weatherman thought he may need to take a dip in the sand. Arthur reluctantly took a dip in the shallow. Arthur was glad to get back on the boat after all.
Arthur goes to the beach. Arthur is out fishing. While fishing with his dad at the beach he hits a pothole. Arthur feels a painful pain. His dad picks him up and takes him to the doctor. Arthur is diagnosed with a broken leg.
{'top_p': 0.9, 'top_k': 50, 'temperature': 1, 'repetition_penalty': 1.05}
Arthur goes to the beach. Arthur had never gone to the beach before. He went to the beach. While there he swam a few laps. He then went home and forgot about all of his work. Arthur felt better after that.
Arthur goes to the beach. Arthur is out in the ocean with his friend. Arthur is walking along the shore when he sees something bad. Arthur starts to swim as fast as he can. He begins to feel bad and runs into the water. Arthur goes and rests on the shore in pain.
Arthur goes to the beach. Arthur was having a great day on the beach. He was having so much fun! He wanted to go to the beach. Arthur got in his car and drove to the beach. Arthur was happy he had spent the day on the beach.
Arthur goes to the beach. Arthur wanted to see the ocean. He didn't have a boat. Arthur decided to take a boat to the ocean. Arthur went on the water with his boat. Arthur and his friends went on the water.
Arthur goes to the beach. Arthur had never been to the beach before. He had never been to one before so he went with his friends. Arthur and his friends met up at a local hotel. Arthur got a towel and started walking toward the beach. Arthur was happy that he had finally visited the beach.
{'top_p': 0.9, 'top_k': 40, 'temperature': 0.8, 'repetition_penalty': 1.1}
Arthur goes to the beach. Arthur is out on a relaxing day at the beach with his family. Arthur is enjoying the relaxing sun. Arthur spots an injured whale. Arthur takes the whale to the shore. Arthur and his family go home and relax.
Arthur goes to the beach. Arthur is going to the beach. He wants to go swimming. Arthur gets a towel. Arthur goes swimming. Arthur swims the whole day.
Arthur goes to the beach. Arthur wanted to go swimming with his friends. They decided to go to the beach. Arthur's friends told him to go swimming. Arthur went swimming but fell and skinned his face! He had a terrible day at the beach!
Arthur goes to the beach. Arthur had never been on a beach before. He decided to take a chance and decided to go to the beach. Arthur went to the beach and saw many beautiful waves. He had a great time at the beach. Arthur decided that he would try another beach day.
Arthur goes to the beach. Arthur was swimming with his friends. He wanted to go swimming but had no money. He decided to get some food from the beach. Arthur brought his friend along with him. Arthur spent all of his time in the ocean.
{'top_p': 0.9, 'top_k': 40, 'temperature': 0.6, 'repetition_penalty': 1.15}
Arthur goes to the beach. Arthur wanted to go on a vacation. He decided to go to the beach. At first he was very nervous. However, he enjoyed the water and the ocean. Arthur was glad he went on such a relaxing vacation.
Arthur goes to the beach. Arthur was at the beach with his friends. He decided he wanted a fun day on the water. Arthur decided to go for a swim in the ocean. Arthur swam in the ocean for an hour. Arthur had a great time at the beach with his friends.
Arthur goes to the beach. Arthur was out on a boat with his friends. They were on their way to the beach. Arthur saw that there was a huge jellyfish in the water. He swam to save it and catch it. His friends loved to eat jellyfish!
Arthur goes to the beach. Arthur was going on a long trip to the beach. He had never been before. He decided to go with his friends. Arthur and his friends went to the beach. Arthur was happy to have a new adventure.
Arthur goes to the beach. Arthur was going on a vacation. He went out to the water. Arthur was swimming and relaxing in the ocean. Arthur felt really cool. Arthur decided he would go back to the beach.
{'top_p': 0.9, 'top_k': 40, 'temperature': 0.4, 'repetition_penalty': 1.2}
Arthur goes to the beach. Arthur is going to go to the beach. He has a lot of fun at the beach. He gets in his car and drives to the beach. He spends a few hours at the beach. Arthur is happy he went to the beach.
Arthur goes to the beach. Arthur was going on a vacation with his family. He decided he wanted to go to the beach. Arthur and his family packed up their bags and headed out. Arthur took a long walk down the beach. Afterwards, Arthur and his family went for a swim in the ocean.
Arthur goes to the beach. Arthur is a young boy who loves going on vacation. He decides he wants to go on a trip to the ocean. Arthur takes his friend Tom with him to the beach. Tom and Arthur spend the whole day swimming in the water. Arthur is happy that he went on a vacation to the ocean.
Arthur goes to the beach. Arthur is out on a boat. He has been fishing for hours. Arthur feels tired and cannot sleep. He decides to go to the beach. Arthur enjoys his day at the beach.
Arthur goes to the beach. Arthur was on a trip with his family. He decided to go to the beach. Arthur was very excited. Arthur went out and bought a surfboard. Arthur was happy he went to the beach.
| [
0.0034476069267839193,
0.08883114904165268,
0.045656271278858185,
0.015196260996162891,
0.04584683105349541,
0.035614222288131714,
0.10638870298862457,
-0.01605362817645073,
0.03546467050909996,
-0.016843339428305626,
0.07921682298183441,
-0.04566224664449692,
0.06858333200216293,
0.06553482264280319,
0.05281875655055046,
-0.003386301686987281,
-0.055586665868759155,
-0.023873653262853622,
-0.10699000209569931,
-0.0016775960102677345,
0.003261597128584981,
0.02110574021935463,
0.0030008661560714245,
0.007925736717879772,
-0.06636393070220947,
-0.012333552353084087,
0.014356615021824837,
0.0572131983935833,
-0.07833509147167206,
-0.04130193591117859,
-0.09655982255935669,
0.004718758165836334,
-0.04106900840997696,
0.0006852576043456793,
-0.002803955925628543,
-0.032112233340740204,
-0.07171151041984558,
-0.03146917745471001,
0.014909736812114716,
0.016460545361042023,
-0.03540700674057007,
0.02038777619600296,
0.0777905285358429,
0.012991826049983501,
0.09477400034666061,
-0.008533952757716179,
-0.01680022105574608,
0.006727232132107019,
0.030223503708839417,
-0.007294876500964165,
-0.08917943388223648,
0.007716799154877663,
-0.04998166486620903,
-0.09646575152873993,
0.04573382809758186,
0.021974297240376472,
0.023674022406339645,
-0.07080761343240738,
-0.01340857520699501,
-0.09594406187534332,
0.025186117738485336,
0.01721171662211418,
-0.05151241645216942,
0.02891918271780014,
0.1294175386428833,
-0.0846942588686943,
-0.05855093523859978,
0.04359673708677292,
-0.016685467213392258,
0.15859703719615936,
-0.062037255614995956,
0.027935974299907684,
0.016961587592959404,
-0.014239218086004257,
0.004047826863825321,
-0.053814325481653214,
-0.022021425887942314,
-0.038930267095565796,
0.014781088568270206,
0.02043837495148182,
-0.11401506513357162,
-0.15609495341777802,
-0.04571083188056946,
0.03293388709425926,
0.004878699313849211,
-0.06656185537576675,
0.08058976382017136,
-0.04014628380537033,
-0.00135985785163939,
-0.02438875287771225,
-0.05462777614593506,
-0.07526376843452454,
0.028454748913645744,
0.029043640941381454,
-0.031906500458717346,
0.05985143035650253,
-0.06192091107368469,
-0.036095649003982544,
-0.091863252222538,
0.08171360939741135,
0.06450790911912918,
0.034713372588157654,
0.029165899381041527,
0.06575316935777664,
0.01277436688542366,
-0.04205819591879845,
0.01916131190955639,
0.03616910055279732,
0.021026039496064186,
0.03638412430882454,
-0.019766315817832947,
-0.0023826449178159237,
-0.0008231090614572167,
0.04610452428460121,
-0.0023093789350241423,
0.05651618540287018,
0.022239206358790398,
-0.04191381856799126,
-0.027185091748833656,
-0.010144614614546299,
0.08396855741739273,
0.05648793280124664,
0.007922193966805935,
0.06715269386768341,
-0.09457472711801529,
-0.005454910919070244,
0.06817516684532166,
9.533680710096117e-34,
0.0264718197286129,
-0.016456441953778267,
0.025070425122976303,
0.06772949546575546,
0.1457480937242508,
-0.00932109635323286,
-0.10693608224391937,
0.032370906323194504,
-0.04813700541853905,
0.006425925996154547,
-0.08113729953765869,
-0.06051386147737503,
-0.06875059753656387,
-0.004529073368757963,
0.005868846084922552,
0.027128169313073158,
-0.03951627388596535,
-0.021554356440901756,
-0.004587999079376459,
0.058130282908678055,
0.04820380359888077,
0.03984551876783371,
-0.03909113630652428,
-0.036710698157548904,
-0.1147780492901802,
0.016821138560771942,
0.006308662239462137,
-0.031066367402672768,
-0.0016232875641435385,
0.04031573608517647,
0.020798826590180397,
-0.009235975332558155,
-0.024737775325775146,
-0.06870059669017792,
0.06914512068033218,
-0.022101951763033867,
0.08690458536148071,
-0.007724788971245289,
0.03437194973230362,
0.017877578735351562,
-0.1013786643743515,
-0.04836221784353256,
0.015562851913273335,
0.00679056579247117,
0.019751669839024544,
-0.03924184292554855,
-0.0030063565354794264,
0.10182684659957886,
-0.08629326522350311,
0.0025599077343940735,
-0.024510713294148445,
-0.02583545260131359,
0.07215750217437744,
-0.025903252884745598,
-0.018161870539188385,
-0.003914250526577234,
0.04904991388320923,
-0.021738028153777122,
-0.030259404331445694,
0.02472148835659027,
0.1493777185678482,
0.024826858192682266,
0.03421332314610481,
0.021882612258195877,
-0.0011116386158391833,
0.09617792814970016,
0.026861725375056267,
0.0260164737701416,
0.04759141802787781,
-0.025677349418401718,
-0.06677893549203873,
-0.0016398867592215538,
0.017371444031596184,
-0.02668108604848385,
-0.0026731579564511776,
-0.011520626954734325,
-0.03583555296063423,
-0.03006736747920513,
-0.0676746666431427,
-0.008333581499755383,
0.011446069926023483,
0.008639402687549591,
-0.09225346893072128,
-0.06807176768779755,
-0.08974456787109375,
-0.04723531752824783,
0.043284811079502106,
-0.1320265382528305,
0.011298468336462975,
0.016763577237725258,
-0.05860274285078049,
0.0007375862915068865,
0.10735591500997543,
-0.07032155245542526,
-0.01568038947880268,
-3.930165077612514e-33,
-0.0355316698551178,
0.02973889373242855,
0.01960923708975315,
0.005134072620421648,
0.11594048142433167,
-0.09438672661781311,
0.01195421814918518,
-0.03792663663625717,
0.1019192636013031,
-0.06952930241823196,
-0.10507635772228241,
-0.05866837128996849,
0.04286537691950798,
-0.061538878828287125,
0.06905964761972427,
-0.018998058512806892,
-0.04054804518818855,
0.0004761955642607063,
-0.06726803630590439,
0.020097466185688972,
0.013837683945894241,
0.0009023409220390022,
-0.04098045825958252,
0.03844161331653595,
-0.021662721410393715,
0.05949421226978302,
-0.00850786454975605,
0.014294021762907505,
0.009547953493893147,
-0.026947196573019028,
-0.04779094457626343,
-0.04042239859700203,
0.04584189131855965,
0.024582451209425926,
-0.09390179812908173,
0.06933969259262085,
0.018598413094878197,
-0.04947720095515251,
-0.062395017594099045,
0.03722827509045601,
0.0681631937623024,
-0.12165620177984238,
0.020954398438334465,
0.015584715642035007,
0.020269999280571938,
0.013243962079286575,
-0.019093243405222893,
-0.005797429475933313,
0.03885165974497795,
-0.02338041178882122,
0.03202012926340103,
-0.02593080885708332,
-0.0494253933429718,
0.03504103794693947,
-0.004644621163606644,
0.004118527285754681,
-0.014407218433916569,
-0.008522586897015572,
-0.0026006626430898905,
0.08535101264715195,
-0.054502539336681366,
0.006302922498434782,
-0.0641452968120575,
0.07270818203687668,
-0.012762081809341908,
-0.0440325066447258,
-0.06955655664205551,
-0.05332363769412041,
-0.0242018923163414,
-0.015188856981694698,
-0.0674765482544899,
0.015042383223772049,
0.013345279730856419,
0.006619896274060011,
0.11272342503070831,
0.04753338173031807,
-0.10923805832862854,
0.1071823239326477,
-0.027549784630537033,
-0.018226658925414085,
-0.10784400999546051,
-0.01591794565320015,
0.019056862220168114,
0.03467744216322899,
-0.005052939988672733,
-0.07858027517795563,
0.05125939100980759,
0.030192889273166656,
-0.040053606033325195,
-0.02232162468135357,
0.025604940950870514,
0.057877615094184875,
0.1004839539527893,
0.046690210700035095,
-0.04489799588918686,
-5.9033602894942305e-8,
0.009148361161351204,
0.027415545657277107,
0.05011994391679764,
-0.0011373257730156183,
0.0016744876047596335,
0.04834555462002754,
0.05069730430841446,
-0.03649573400616646,
0.005474644247442484,
0.0032788219396024942,
-0.03929922729730606,
0.06719628721475601,
-0.022727422416210175,
0.043334655463695526,
-0.04978466406464577,
-0.03507738560438156,
0.023648308590054512,
0.001803506864234805,
-0.018672039732336998,
-0.007758451160043478,
0.07315022498369217,
0.0026429397985339165,
-0.0034045649226754904,
-0.00671563483774662,
-0.025575881823897362,
0.04052018001675606,
-0.07986780256032944,
0.04421950876712799,
-0.025230811908841133,
0.031178893521428108,
0.045977551490068436,
-0.034834086894989014,
0.0007946469122543931,
0.030354643240571022,
-0.1070779487490654,
-0.04980362579226494,
0.023134395480155945,
0.030862009152770042,
0.010398783721029758,
-0.024281468242406845,
0.009103184565901756,
-0.0465659499168396,
-0.028781630098819733,
0.015550990588963032,
0.09866105020046234,
0.025400977581739426,
0.030520400032401085,
-0.07136928290128708,
-0.0073900953866541386,
0.019233357161283493,
-0.04962700977921486,
-0.042048364877700806,
-0.016351979225873947,
0.00690624862909317,
-0.001501028542406857,
-0.035569414496421814,
-0.002093318849802017,
0.0059028142131865025,
-0.07390443235635757,
0.027741016820073128,
0.08109564334154129,
0.07360825687646866,
-0.07823482900857925,
0.03926942124962807
] |
roshnir/xlmr-base-trained-squadv2 | aafdfd9407133b0685d111db39ed3bcaa38651d9 | 2022-06-03T13:20:24.000Z | [
"pytorch",
"xlm-roberta",
"question-answering",
"transformers",
"autotrain_compatible"
] | question-answering | false | roshnir | null | roshnir/xlmr-base-trained-squadv2 | 0 | null | transformers | Entry not found | [
0.0461147278547287,
-0.038838207721710205,
-0.01049656979739666,
-0.03682169318199158,
0.011261860840022564,
0.013094935566186905,
0.0019101888174191117,
-0.013979103416204453,
0.027092741802334785,
-0.015212527476251125,
0.017284274101257324,
-0.08189476281404495,
0.03817418962717056,
-0.04920130595564842,
0.021389011293649673,
-0.015245908871293068,
-0.03203780576586723,
-0.1245758980512619,
0.03150877356529236,
0.032381657510995865,
-0.060957908630371094,
0.05409295856952667,
-0.025087490677833557,
0.01568586938083172,
0.028129950165748596,
-0.04710396006703377,
-0.018688226118683815,
0.013785239309072495,
-0.04001208767294884,
0.01173911802470684,
-0.04317743331193924,
0.05500618368387222,
0.004543041344732046,
0.02973111905157566,
0.14852192997932434,
0.02658126689493656,
0.02907961793243885,
-0.05169107764959335,
0.05803573504090309,
-0.07732241600751877,
-0.017637968063354492,
-0.04219653457403183,
0.041807834059000015,
0.023620979860424995,
0.021563321352005005,
0.016478516161441803,
-0.0021814992651343346,
-0.06400240957736969,
0.06393089145421982,
0.019599027931690216,
-0.08565037697553635,
0.00934905931353569,
-0.008718925528228283,
-0.028583496809005737,
-0.07310017943382263,
0.09416428208351135,
0.001759322709403932,
0.06184990331530571,
0.011840506456792355,
-0.035997264087200165,
0.08358278125524521,
-0.02619801089167595,
0.03736566752195358,
-0.028206506744027138,
-0.07454850524663925,
-0.08883563429117203,
-0.06279942393302917,
-0.008695344440639019,
0.014119276776909828,
-0.0825355276465416,
0.0649217739701271,
-0.00223911227658391,
-0.14716917276382446,
0.07743025571107864,
-0.03548373281955719,
-0.055201586335897446,
0.006981803569942713,
-0.012166670523583889,
0.055111464112997055,
-0.007116836030036211,
-0.023175746202468872,
-0.005835152696818113,
-0.09185640513896942,
0.055196937173604965,
0.034148022532463074,
0.03835180774331093,
0.038685429841279984,
-0.025987252593040466,
0.017804903909564018,
0.022428328171372414,
0.025005368515849113,
-0.10761535167694092,
-0.048001550137996674,
-0.04343584179878235,
0.012374646961688995,
-0.019502125680446625,
0.029218152165412903,
0.0842173621058464,
-0.011719699949026108,
0.09283553808927536,
-0.007015465293079615,
-0.03543110564351082,
-0.06936459988355637,
0.09425332397222519,
-0.010958523489534855,
-0.00805904995650053,
0.004974212497472763,
-0.0031528924591839314,
0.06105927750468254,
-0.03964288905262947,
-0.03619541600346565,
-0.019901901483535767,
0.07134733349084854,
0.039514873176813126,
-0.012729483656585217,
-0.006646515801548958,
-0.04746140539646149,
-0.014432490803301334,
-0.05157482624053955,
0.09506245702505112,
-0.049747664481401443,
-0.04591796174645424,
-0.008965466171503067,
-0.0325421579182148,
-0.08626784384250641,
-0.06624380499124527,
0.02538885548710823,
-4.303924894057984e-33,
0.01133066974580288,
0.0033434738870710135,
-0.002155609894543886,
0.04871906340122223,
-0.023564351722598076,
-0.07933273911476135,
0.0600903145968914,
0.02335330657660961,
-0.03844716399908066,
-0.020433755591511726,
-0.06952055543661118,
-0.03235611692070961,
0.0062485747039318085,
0.064804308116436,
-0.03201229125261307,
0.061689723283052444,
0.0417000837624073,
-0.00761845987290144,
0.03340127319097519,
-0.047770582139492035,
0.00887306872755289,
-0.04066338762640953,
-0.010506896302103996,
0.0106519665569067,
0.021333497017621994,
0.12854498624801636,
-0.009705503471195698,
0.010055632330477238,
-0.017507633194327354,
0.006515394430607557,
0.06334009766578674,
-0.057817306369543076,
0.013668818399310112,
-0.020286159589886665,
0.05430467426776886,
-0.023184705525636673,
0.0828516036272049,
0.0005449643940664828,
-0.10372652113437653,
-0.07634282112121582,
-0.005381610710173845,
-0.039263784885406494,
0.0006114727002568543,
-0.013281986117362976,
0.07119110971689224,
0.043696220964193344,
0.03168422728776932,
0.04338686540722847,
0.05728672817349434,
0.0832006186246872,
-0.07961414009332657,
0.015234283171594143,
0.017002005130052567,
0.047004107385873795,
-0.09794387966394424,
0.004990279674530029,
-0.07062993198633194,
-0.028000490739941597,
-0.04018733277916908,
-0.0702052190899849,
0.011351344175636768,
0.06020182743668556,
-0.03297270089387894,
0.09396500885486603,
0.03417910635471344,
-0.019825750961899757,
-0.034690454602241516,
-0.013036907650530338,
0.05896938592195511,
-0.012359356507658958,
-0.017275206744670868,
-0.07982361316680908,
0.02059139870107174,
0.06737419217824936,
0.04176458343863487,
-0.04978838190436363,
-0.05877475067973137,
-0.06289287656545639,
-0.03354167565703392,
-0.03871942684054375,
0.009898529388010502,
-0.05514208599925041,
-0.11629002541303635,
-0.011855563148856163,
0.10663620382547379,
0.037354156374931335,
-0.0065480442717671394,
-0.051189567893743515,
0.06663123518228531,
0.01874656230211258,
0.032841797918081284,
0.041593004018068314,
-0.06879369914531708,
0.04216769337654114,
-0.01628219522535801,
5.4139394340936695e-34,
0.05697013810276985,
-0.006972255185246468,
0.015711724758148193,
-0.17956365644931793,
0.02320219948887825,
0.007923615165054798,
-0.008062449283897877,
0.0074974060989916325,
0.07391711324453354,
0.0309313777834177,
0.060510627925395966,
0.058605875819921494,
0.09515274316072464,
-0.002282935893163085,
0.001603541080839932,
0.07024981826543808,
0.012629246339201927,
0.07425693422555923,
-0.038426291197538376,
0.01861148327589035,
0.030608950182795525,
-0.02449394389986992,
0.021528491750359535,
-0.003039651783183217,
-0.03676343336701393,
0.03130284696817398,
0.07998586446046829,
0.010451192036271095,
-0.07930229604244232,
-0.013543923385441303,
0.018781835213303566,
0.05168003588914871,
-0.07191970944404602,
0.15783067047595978,
0.026191607117652893,
0.01262354850769043,
0.08218053728342056,
-0.029807550832629204,
-0.07528624683618546,
-0.04250097647309303,
0.017244765534996986,
0.04411793500185013,
0.03708017244935036,
0.009233047254383564,
-0.040271829813718796,
0.022496428340673447,
0.02495843544602394,
0.07633638381958008,
0.005147108342498541,
0.013892097398638725,
0.05610476806759834,
-0.06684739887714386,
0.05862557515501976,
-0.020688841119408607,
0.05377643182873726,
0.06718500703573227,
0.005329249892383814,
-0.01388032827526331,
0.029931528493762016,
0.009508464485406876,
-0.045173756778240204,
0.11534366756677628,
-0.06510116159915924,
0.05117698386311531,
-0.0026125339791178703,
-0.08554837852716446,
-0.03784770518541336,
0.0804959163069725,
0.011298024095594883,
-0.07695550471544266,
-0.04868878796696663,
0.02515520341694355,
0.06252261996269226,
-0.04509226232767105,
-0.01246943511068821,
0.028559505939483643,
-0.030573077499866486,
0.05066261067986488,
-0.08187384903430939,
0.04469604790210724,
0.0034051244147121906,
0.04145054519176483,
-0.021858664229512215,
-0.06112268194556236,
-0.00908052921295166,
-0.05903250351548195,
0.0259539932012558,
0.059690944850444794,
-0.07613514363765717,
-0.03720718249678612,
-0.036316655576229095,
0.07058046013116837,
-0.008224100805819035,
0.041961874812841415,
-0.0285952128469944,
-1.496900736697171e-8,
-0.0014124972512945533,
0.03401879221200943,
-0.040338415652513504,
0.04116074740886688,
0.0935964286327362,
-0.05115952715277672,
0.0008746005478315055,
-0.03389839455485344,
-0.00567849725484848,
-0.010686947964131832,
-0.04789939522743225,
-0.04820054769515991,
-0.02011880651116371,
-0.03209094703197479,
-0.04211259260773659,
-0.10229527950286865,
-0.07819421589374542,
-0.031228765845298767,
-0.02154778689146042,
-0.04960230365395546,
0.08087796717882156,
-0.07801242172718048,
0.06919731199741364,
-0.04999840259552002,
0.03687043860554695,
0.03889009356498718,
-0.049989692866802216,
-0.04254625365138054,
-0.04606937617063522,
0.08682432025671005,
-0.031148413196206093,
0.11826753616333008,
0.034102488309144974,
-0.0208592489361763,
-0.0205202866345644,
0.027134142816066742,
0.09741277992725372,
0.051608603447675705,
0.013477512635290623,
-0.13649295270442963,
-0.022304272279143333,
0.02385953813791275,
0.038732077926397324,
-0.09249968826770782,
-0.04549082741141319,
0.054220106452703476,
0.01160438358783722,
0.051190607249736786,
0.07713303714990616,
-0.022097084671258926,
-0.06127818301320076,
-0.01857956498861313,
0.006740490905940533,
-0.00496308971196413,
0.024095389991998672,
0.0736224576830864,
-0.003481915919110179,
-0.0699305310845375,
-0.006629763171076775,
-0.0598808117210865,
0.05297163128852844,
-0.02902800403535366,
-0.027858933433890343,
-0.01287526823580265
] |
huggingtweets/washirerpadvice | 0a492396b809704404760775ae978e910b1143e4 | 2022-06-03T13:29:32.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/washirerpadvice | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/washirerpadvice/1654262967962/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1381256890542387204/zaT8DfFD_400x400.jpg')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI BOT π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">Washire RP Tips</div>
<div style="text-align: center; font-size: 14px;">@washirerpadvice</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from Washire RP Tips.
| Data | Washire RP Tips |
| --- | --- |
| Tweets downloaded | 243 |
| Retweets | 4 |
| Short tweets | 5 |
| Tweets kept | 234 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/gq82nlvl/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @washirerpadvice's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/325ay6n9) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/325ay6n9/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/washirerpadvice')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.017936062067747116,
0.11932286620140076,
-0.024079790338873863,
0.05011377111077309,
0.18256136775016785,
-0.012571102939546108,
-0.04480642452836037,
0.03398296236991882,
0.07651404291391373,
-0.06094614416360855,
0.0031977551989257336,
0.07033313810825348,
0.0255966167896986,
-0.032655853778123856,
-0.010590745136141777,
0.035665929317474365,
-0.09001371264457703,
-0.040337055921554565,
-0.05410441756248474,
0.010775026865303516,
-0.07643196731805801,
-0.09019815921783447,
0.07838871330022812,
-0.04932498559355736,
-0.04640118405222893,
0.07293545454740524,
-0.010884198360145092,
0.05879031866788864,
-0.013132773339748383,
-0.01823243498802185,
-0.041168440133333206,
0.03478984534740448,
0.042266204953193665,
0.036102671176195145,
-0.033095791935920715,
0.026047540828585625,
-0.02726738527417183,
0.029398076236248016,
-0.05280569940805435,
0.022127553820610046,
-0.012337452732026577,
-0.10433906316757202,
0.052751488983631134,
0.034762050956487656,
-0.03328738734126091,
-0.029229359701275826,
-0.015131347812712193,
-0.00587469944730401,
-0.05914055183529854,
0.03351670131087303,
-0.05835961550474167,
-0.05492827668786049,
0.0036799386143684387,
-0.00033826957223936915,
0.015194535255432129,
0.058410272002220154,
0.028587687760591507,
-0.05245503783226013,
0.07646729052066803,
-0.029370680451393127,
0.11290222406387329,
0.07832690328359604,
0.08313792943954468,
-0.0000032784253107820405,
0.009947369806468487,
-0.014655099250376225,
-0.06849292665719986,
0.035940565168857574,
-0.034565847367048264,
-0.015636436641216278,
0.028383098542690277,
0.003502878826111555,
-0.026116540655493736,
-0.04635255038738251,
0.06285650283098221,
-0.04180939495563507,
-0.017039388418197632,
0.027663148939609528,
-0.0196638535708189,
0.06687173992395401,
0.04429714009165764,
-0.059128984808921814,
0.011779122985899448,
-0.03136589005589485,
0.062411706894636154,
0.024878541007637978,
0.007051235530525446,
-0.10014386475086212,
-0.027056794613599777,
0.025394102558493614,
-0.0190572589635849,
-0.015178792178630829,
-0.0032007298432290554,
0.03914253041148186,
-0.04894675314426422,
0.024265436455607414,
-0.052587758749723434,
-0.1575002521276474,
-0.12000665813684464,
0.06920508295297623,
0.007134990766644478,
-0.05307689309120178,
0.06019996479153633,
0.022973692044615746,
0.01625755801796913,
-0.041485369205474854,
-0.030018730089068413,
0.016425810754299164,
-0.003982678055763245,
-0.005727412179112434,
0.043097592890262604,
-0.041844408959150314,
-0.10326401889324188,
0.01499676238745451,
-0.026998205110430717,
-0.09526509791612625,
-0.009420901536941528,
0.0398607961833477,
0.07638635486364365,
-0.0210614874958992,
0.05473810061812401,
0.15218085050582886,
-0.03789156302809715,
-0.09371282160282135,
0.007857156917452812,
0.031114963814616203,
-0.05685439333319664,
1.1895308553970595e-32,
0.05513392388820648,
0.0006381514249369502,
-0.052568692713975906,
0.035749401897192,
0.1174912080168724,
0.0028818498831242323,
-0.017270362004637718,
-0.027201922610402107,
-0.08225920051336288,
-0.013604582287371159,
0.06970572471618652,
0.022111382335424423,
0.013484750874340534,
0.015711709856987,
0.007199225015938282,
-0.09014804661273956,
-0.01825404167175293,
-0.004948096349835396,
-0.02233215421438217,
0.015596919693052769,
-0.10823792219161987,
0.04471667483448982,
-0.038466211408376694,
-0.06901483237743378,
-0.06059399992227554,
0.024305734783411026,
0.07606736570596695,
-0.048138637095689774,
-0.005416627507656813,
0.0028177250642329454,
-0.048436541110277176,
-0.01297036837786436,
0.06197356805205345,
-0.048596128821372986,
0.047180790454149246,
0.012047841213643551,
0.001267621060833335,
-0.08887149393558502,
0.001055896864272654,
0.038960348814725876,
-0.02985197678208351,
-0.0554748959839344,
0.050364766269922256,
-0.03920457884669304,
-0.050232816487550735,
0.08831162005662918,
0.12698353826999664,
0.020429259166121483,
-0.025470690801739693,
-0.04509076848626137,
-0.029990345239639282,
-0.0067599061876535416,
-0.0488111712038517,
-0.11213615536689758,
-0.015268979594111443,
-0.08624202013015747,
-0.0034393249079585075,
0.01660887524485588,
0.0420541986823082,
-0.04271683096885681,
-0.0025282588321715593,
-0.06872434169054031,
0.03519461676478386,
-0.0844888985157013,
0.02965628169476986,
0.04229411855340004,
-0.08387915045022964,
-0.04178394377231598,
0.048984624445438385,
-0.035978347063064575,
-0.02641124278306961,
0.0012625629315152764,
0.10634029656648636,
-0.04333542287349701,
-0.04061818867921829,
0.03598684445023537,
-0.01404094509780407,
-0.04557245224714279,
-0.026904866099357605,
0.02922472357749939,
-0.05077214166522026,
0.00019988483109045774,
0.026215292513370514,
-0.005401677452027798,
-0.02547513321042061,
-0.01803187094628811,
-0.00615120492875576,
-0.04542944207787514,
0.022559097036719322,
-0.007475261110812426,
-0.09986046701669693,
-0.008085327222943306,
0.03442153334617615,
-0.09045539796352386,
-0.07731993496417999,
-1.2126855961827631e-32,
0.04913045093417168,
0.014200787991285324,
-0.01706455647945404,
0.0431036613881588,
0.09287285059690475,
0.056146133691072464,
0.04104455187916756,
0.05793895199894905,
0.006130066234618425,
-0.0031642254907637835,
0.05090247839689255,
-0.03232193738222122,
-0.09240981191396713,
-0.04280971735715866,
0.018604908138513565,
0.02535964734852314,
0.06903325021266937,
-0.029040787369012833,
-0.03428021818399429,
0.031088812276721,
0.01132198516279459,
0.026699528098106384,
-0.012284018099308014,
0.09270516037940979,
-0.07175608724355698,
-0.013060560449957848,
0.08576730638742447,
-0.017610058188438416,
-0.01392572745680809,
0.017650067806243896,
-0.05385785177350044,
-0.08231067657470703,
-0.022559842094779015,
0.06533443182706833,
0.056949544697999954,
-0.002184482989832759,
-0.055506542325019836,
-0.05186350271105766,
-0.030679289251565933,
-0.039964016526937485,
0.014588751830160618,
-0.09286240488290787,
-0.0658961832523346,
-0.012768515385687351,
0.029051022604107857,
-0.0502837635576725,
0.045917071402072906,
-0.017023542895913124,
0.006224594544619322,
0.056753095239400864,
0.04323209077119827,
0.04710913822054863,
-0.028734765946865082,
-0.017392154783010483,
-0.027783121913671494,
-0.08592171221971512,
-0.04630591720342636,
0.027814488857984543,
0.014927873387932777,
0.03066864237189293,
0.027232514694333076,
0.026229461655020714,
-0.016334395855665207,
0.026897884905338287,
0.06805535405874252,
0.03538834676146507,
-0.07324066013097763,
0.04386865347623825,
-0.06673439592123032,
0.00870223343372345,
0.025334158912301064,
0.07725612074136734,
0.04640250653028488,
-0.01447787880897522,
0.045224033296108246,
-0.018549203872680664,
0.09606385231018066,
0.016856255009770393,
0.07429634034633636,
0.0009855946991592646,
-0.0766642838716507,
-0.05153457447886467,
-0.03812726214528084,
0.00031078269239515066,
-0.058004628866910934,
-0.012299916706979275,
-0.017406467348337173,
0.09952828288078308,
-0.027823129668831825,
-0.04394470155239105,
-0.041773684322834015,
0.0758759155869484,
0.06377413868904114,
0.03855900466442108,
0.07262855023145676,
-6.739339397654476e-8,
-0.04435453563928604,
-0.08907008171081543,
-0.012108590453863144,
0.01230346504598856,
-0.03897380456328392,
0.04252847284078598,
0.033974118530750275,
-0.1463274359703064,
-0.016631677746772766,
-0.050814948976039886,
0.05192676559090614,
0.018908917903900146,
-0.07466205209493637,
0.023526253178715706,
-0.031224504113197327,
0.023672472685575485,
-0.10159126669168472,
0.07548663765192032,
-0.00045783352106809616,
-0.05901021137833595,
-0.005723354406654835,
0.028489205986261368,
0.017490195110440254,
-0.021106775850057602,
0.0006537922890856862,
0.05766923725605011,
-0.1212008148431778,
0.001899056718684733,
0.005713010672479868,
-0.0037185533437877893,
0.042664505541324615,
-0.06474905461072922,
0.024615271016955376,
-0.05883556231856346,
-0.009255620650947094,
-0.06505321711301804,
-0.020870840176939964,
-0.03418288007378578,
0.02658786252140999,
0.032603293657302856,
0.03541760519146919,
0.032507121562957764,
0.06661662459373474,
0.04453076794743538,
-0.028321612626314163,
0.007778395898640156,
0.046095386147499084,
-0.01423033606261015,
0.027121098712086678,
0.04082930088043213,
-0.02711382508277893,
-0.07655180990695953,
0.013110180385410786,
0.028111718595027924,
0.07041484117507935,
-0.013454901054501534,
-0.004123301710933447,
0.05562634766101837,
-0.03210906684398651,
0.07760853320360184,
0.042165495455265045,
0.054233089089393616,
0.0001734722900437191,
0.061571281403303146
] |
kaouther/distilbert-base-uncased-finetuned-squad | c4bbeb925cad3f85b53cac57ca7f303800a6dece | 2022-06-03T15:29:20.000Z | [
"pytorch",
"distilbert",
"question-answering",
"dataset:squad",
"transformers",
"generated_from_trainer",
"license:apache-2.0",
"model-index",
"autotrain_compatible"
] | question-answering | false | kaouther | null | kaouther/distilbert-base-uncased-finetuned-squad | 0 | null | transformers | ---
license: apache-2.0
tags:
- generated_from_trainer
datasets:
- squad
model-index:
- name: distilbert-base-uncased-finetuned-squad
results: []
---
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# distilbert-base-uncased-finetuned-squad
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the squad dataset.
It achieves the following results on the evaluation set:
- Loss: 1.1703
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
### Training results
| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:-----:|:---------------:|
| 1.2166 | 1.0 | 5533 | 1.1583 |
| 0.9572 | 2.0 | 11066 | 1.1387 |
| 0.7377 | 3.0 | 16599 | 1.1703 |
### Framework versions
- Transformers 4.19.2
- Pytorch 1.11.0+cu113
- Datasets 2.2.2
- Tokenizers 0.12.1
| [
-0.08676894009113312,
-0.033033255487680435,
-0.03101501055061817,
0.04988066479563713,
0.062289442867040634,
0.009930675849318504,
-0.040522366762161255,
0.016476426273584366,
-0.09472650289535522,
-0.09893589466810226,
0.06837674230337143,
-0.04828202724456787,
0.005460566841065884,
-0.06282325088977814,
-0.058450911194086075,
0.028409548103809357,
0.087094746530056,
-0.029086098074913025,
-0.12082137912511826,
0.021228879690170288,
0.0021070591174066067,
0.01698155887424946,
-0.0019551566801965237,
0.039057500660419464,
-0.047360610216856,
-0.004684302490204573,
-0.055944424122571945,
0.048242196440696716,
0.018015000969171524,
-0.07834628969430923,
0.04498307406902313,
-0.019222870469093323,
0.033705927431583405,
0.0550113171339035,
0.01737588457763195,
0.06460583209991455,
0.014422205276787281,
-0.05350631847977638,
0.02998960390686989,
0.0032867181580513716,
0.02782406285405159,
-0.0300510972738266,
-0.05746525153517723,
0.08915988355875015,
0.03594113886356354,
0.03654758632183075,
-0.03378883749246597,
-0.05943628400564194,
-0.02475261129438877,
-0.019312940537929535,
-0.09091655164957047,
-0.09168300777673721,
0.09492321312427521,
-0.02233027294278145,
-0.0344231054186821,
0.01215669047087431,
-0.013467385433614254,
-0.03556281328201294,
-0.05416066199541092,
-0.021921975538134575,
-0.027663590386509895,
-0.015313339419662952,
-0.07456348836421967,
-0.05051315948367119,
-0.10155010223388672,
-0.043567463755607605,
0.035957541316747665,
0.002161251613870263,
0.13398590683937073,
-0.029878787696361542,
0.07156350463628769,
0.03717045858502388,
-0.013985738158226013,
0.017671912908554077,
-0.02967488206923008,
0.10487492382526398,
0.022691266611218452,
0.058448340743780136,
0.09023215621709824,
-0.12733131647109985,
-0.02900138683617115,
-0.07524845004081726,
0.04405573382973671,
-0.030219748616218567,
0.06762773543596268,
0.006436093244701624,
0.03317226842045784,
0.01362636499106884,
0.04551355913281441,
0.03534355014562607,
-0.021389273926615715,
0.02065127156674862,
0.0034996923059225082,
0.034003499895334244,
-0.02748129516839981,
0.046760283410549164,
0.04573284089565277,
0.026082493364810944,
-0.0839056521654129,
0.12833616137504578,
-0.03521490842103958,
0.03388480097055435,
0.04087541624903679,
0.005799340084195137,
-0.04107207432389259,
-0.019463663920760155,
-0.00014123262371867895,
0.07737459242343903,
0.04767527058720589,
-0.05540115013718605,
0.03644837439060211,
0.030875999480485916,
-0.03951513394713402,
0.013800816610455513,
-0.006271835882216692,
0.0610826313495636,
-0.01383514516055584,
0.03300120308995247,
-0.062156081199645996,
0.11153355240821838,
0.003527630353346467,
-0.04475076496601105,
0.0031757941469550133,
0.0018588966922834516,
-0.03336232155561447,
-0.048726897686719894,
-0.1031324490904808,
1.9279686924019433e-33,
0.0710519328713417,
0.02405562996864319,
-0.05290094390511513,
-0.008769319392740726,
0.016830872744321823,
-0.0005806568078696728,
0.0028912865091115236,
0.011744087561964989,
-0.05095609650015831,
0.010442644357681274,
-0.06500698626041412,
-0.016610316932201385,
-0.026608632877469063,
0.07200305908918381,
0.016319353133440018,
-0.05354705825448036,
-0.026770422235131264,
0.05679897218942642,
0.06317630410194397,
0.021354300901293755,
0.060058075934648514,
0.060196004807949066,
-0.06357403099536896,
-0.08707123249769211,
-0.020241480320692062,
0.06759591400623322,
-0.019344164058566093,
0.0003996167506556958,
0.010120931081473827,
0.07739634066820145,
-0.0023861639201641083,
-0.004992276895791292,
-0.011478636413812637,
0.04220687970519066,
-0.031973447650671005,
0.003570808796212077,
-0.05080140382051468,
-0.015602463856339455,
0.026893623173236847,
-0.017842836678028107,
0.03324923664331436,
-0.004581864923238754,
0.02895176410675049,
-0.059542298316955566,
-0.06745518743991852,
-0.04961168020963669,
0.04876532405614853,
0.026204295456409454,
0.04440925270318985,
-0.04202685505151749,
-0.05247380584478378,
-0.02627687156200409,
0.07123536616563797,
-0.10380751639604568,
-0.08471273630857468,
0.031840238720178604,
0.04306706786155701,
0.11984336376190186,
-0.012812871485948563,
-0.013001424260437489,
0.023297984153032303,
0.0824425145983696,
-0.012243306264281273,
0.019473319873213768,
-0.044197361916303635,
-0.050967738032341,
-0.06006983667612076,
-0.036813605576753616,
0.03877997025847435,
0.007115999702364206,
-0.07629693299531937,
0.000733814958948642,
-0.017343565821647644,
-0.012965191155672073,
0.0647541955113411,
-0.12276367843151093,
0.039384204894304276,
0.009276850149035454,
-0.019929805770516396,
-0.02798156440258026,
-0.016505742445588112,
0.10238421708345413,
-0.03558775782585144,
-0.038357626646757126,
-0.01633954606950283,
-0.021352067589759827,
-0.007492837496101856,
0.006542823743075132,
0.003726118942722678,
-0.002635046374052763,
0.001989217009395361,
0.002103200415149331,
-0.08368296176195145,
-0.01306312344968319,
0.011597203090786934,
-2.9166116040053048e-33,
0.01437406986951828,
0.030455783009529114,
-0.02517365664243698,
0.09200921654701233,
0.053478628396987915,
0.014992328360676765,
0.04671252891421318,
0.127830371260643,
-0.03232475370168686,
-0.019237926229834557,
0.09369814395904541,
-0.007430035620927811,
-0.1136554628610611,
-0.0665951743721962,
0.0017491821199655533,
0.026042312383651733,
-0.09553107619285583,
-0.05050461366772652,
0.02212315797805786,
-0.03967667371034622,
0.013245604932308197,
0.058167193084955215,
-0.030583705753087997,
0.0425805039703846,
-0.004169059917330742,
-0.009525005705654621,
-0.003490564413368702,
0.08967932313680649,
0.10597618669271469,
0.027968328446149826,
0.025158477947115898,
-0.021259451285004616,
-0.028176793828606606,
0.032438818365335464,
-0.045864179730415344,
0.01915176399052143,
0.003489552764222026,
-0.008570324629545212,
-0.018967995420098305,
0.14313380420207977,
0.0031299919355660677,
0.05343298986554146,
-0.06174822524189949,
0.06855680048465729,
0.016051147133111954,
-0.006654440890997648,
0.03990039601922035,
-0.0695524513721466,
0.005663992837071419,
-0.0150234904140234,
0.0169418565928936,
-0.03665352985262871,
-0.11868741363286972,
0.021605411544442177,
-0.039240751415491104,
-0.04717893525958061,
0.00675120810046792,
0.014419990591704845,
-0.07436495274305344,
0.02927120216190815,
-0.019703388214111328,
0.016937468200922012,
-0.09171342104673386,
0.011598887853324413,
-0.03516111895442009,
-0.029883766546845436,
-0.09494640678167343,
0.06959538906812668,
-0.008727305568754673,
0.023147743195295334,
-0.033877018839120865,
0.004150375258177519,
0.044018059968948364,
0.012260583229362965,
-0.035183582454919815,
-0.004223664756864309,
-0.05624612048268318,
0.017074160277843475,
0.01309054996818304,
-0.05623986944556236,
-0.057776156812906265,
-0.00004607161463354714,
0.017788659781217575,
0.07545109838247299,
0.10627037286758423,
0.059978898614645004,
0.07475630193948746,
0.13740265369415283,
-0.022083479911088943,
-0.056687984615564346,
0.06588515639305115,
-0.029864925891160965,
0.04027238115668297,
0.14358673989772797,
0.01932579092681408,
-5.8271137248766536e-8,
0.018201326951384544,
0.04416618496179581,
-0.012987804599106312,
0.07839086651802063,
0.016530493274331093,
-0.03381912037730217,
0.012899925000965595,
0.0347084105014801,
-0.03486204147338867,
0.03570209816098213,
0.04007464274764061,
0.02503199502825737,
-0.1380111575126648,
-0.015582830645143986,
-0.01447370182722807,
0.04149797186255455,
-0.02870708890259266,
0.11616837233304977,
-0.0391094870865345,
-0.014062018133699894,
0.005969972815364599,
-0.03332413360476494,
-0.003887785831466317,
-0.04147457703948021,
0.07126391679048538,
-0.0691959410905838,
-0.07247547060251236,
0.018782366067171097,
-0.09275470674037933,
0.03235156834125519,
0.0046948534436523914,
0.011955641210079193,
-0.00548536004498601,
-0.06513650715351105,
0.02740938775241375,
0.1072331890463829,
-0.06790930032730103,
-0.06881651282310486,
0.04882826656103134,
0.04877747595310211,
-0.0023468560539186,
0.035038333386182785,
-0.05333981662988663,
0.0019050438422709703,
0.09806643426418304,
-0.011027310974895954,
0.02235025353729725,
-0.06483107805252075,
0.006355927791446447,
-0.009759534150362015,
0.06815443933010101,
-0.010938530787825584,
-0.05785514414310455,
0.017797106876969337,
0.022459398955106735,
0.03663776069879532,
-0.03495406359434128,
-0.0659332349896431,
0.01294530089944601,
0.007068028207868338,
0.018501637503504753,
-0.04784293845295906,
0.016075395047664642,
-0.025253484025597572
] |
huggingtweets/calamitiddy | 42f185a6caef9ceca6e074de16526963cf3882f3 | 2022-06-03T14:07:14.000Z | [
"pytorch",
"gpt2",
"text-generation",
"en",
"transformers",
"huggingtweets"
] | text-generation | false | huggingtweets | null | huggingtweets/calamitiddy | 0 | null | transformers | ---
language: en
thumbnail: http://www.huggingtweets.com/calamitiddy/1654265229643/predictions.png
tags:
- huggingtweets
widget:
- text: "My dream is"
---
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div
style="display:inherit; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://pbs.twimg.com/profile_images/1532055379688841216/qJTjpsoB_400x400.png')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
<div
style="display:none; margin-left: 4px; margin-right: 4px; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('')">
</div>
</div>
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">π€ AI BOT π€</div>
<div style="text-align: center; font-size: 16px; font-weight: 800">lauren rhiannon (nail cleanup duty)</div>
<div style="text-align: center; font-size: 14px;">@calamitiddy</div>
</div>
I was made with [huggingtweets](https://github.com/borisdayma/huggingtweets).
Create your own bot based on your favorite user with [the demo](https://colab.research.google.com/github/borisdayma/huggingtweets/blob/master/huggingtweets-demo.ipynb)!
## How does it work?
The model uses the following pipeline.
To understand how the model was developed, check the [W&B report](https://wandb.ai/wandb/huggingtweets/reports/HuggingTweets-Train-a-Model-to-Generate-Tweets--VmlldzoxMTY5MjI).
## Training data
The model was trained on tweets from lauren rhiannon (nail cleanup duty).
| Data | lauren rhiannon (nail cleanup duty) |
| --- | --- |
| Tweets downloaded | 3204 |
| Retweets | 1654 |
| Short tweets | 164 |
| Tweets kept | 1386 |
[Explore the data](https://wandb.ai/wandb/huggingtweets/runs/3bl5mrs4/artifacts), which is tracked with [W&B artifacts](https://docs.wandb.com/artifacts) at every step of the pipeline.
## Training procedure
The model is based on a pre-trained [GPT-2](https://huggingface.co/gpt2) which is fine-tuned on @calamitiddy's tweets.
Hyperparameters and metrics are recorded in the [W&B training run](https://wandb.ai/wandb/huggingtweets/runs/fnxzf4e2) for full transparency and reproducibility.
At the end of training, [the final model](https://wandb.ai/wandb/huggingtweets/runs/fnxzf4e2/artifacts) is logged and versioned.
## How to use
You can use this model directly with a pipeline for text generation:
```python
from transformers import pipeline
generator = pipeline('text-generation',
model='huggingtweets/calamitiddy')
generator("My dream is", num_return_sequences=5)
```
## Limitations and bias
The model suffers from [the same limitations and bias as GPT-2](https://huggingface.co/gpt2#limitations-and-bias).
In addition, the data present in the user's tweets further affects the text generated by the model.
## About
*Built by Boris Dayma*
[](https://twitter.com/intent/follow?screen_name=borisdayma)
For more details, visit the project repository.
[](https://github.com/borisdayma/huggingtweets)
| [
-0.011412564665079117,
0.12029851227998734,
-0.012269141152501106,
0.05732165277004242,
0.1722460389137268,
-0.01976090483367443,
-0.037341225892305374,
0.027441006153821945,
0.07852235436439514,
-0.05586343631148338,
-0.002840872388333082,
0.07527821511030197,
0.015003967098891735,
-0.036564454436302185,
-0.0035648164339363575,
0.03906998038291931,
-0.08657989650964737,
-0.03803621232509613,
-0.06055399030447006,
0.023794006556272507,
-0.08504930883646011,
-0.09198001772165298,
0.0828639566898346,
-0.04336753115057945,
-0.03789520636200905,
0.07446906715631485,
-0.0029105946887284517,
0.054427459836006165,
-0.010094917379319668,
-0.015027277171611786,
-0.0389585979282856,
0.035941898822784424,
0.048827122896909714,
0.042749736458063126,
-0.028557559475302696,
0.02540392242372036,
-0.020176591351628304,
0.026028582826256752,
-0.06078501045703888,
0.008210704661905766,
-0.013037648051977158,
-0.097415491938591,
0.041540369391441345,
0.03744586184620857,
-0.034710586071014404,
-0.03284948691725731,
-0.025081360712647438,
-0.006860623136162758,
-0.06157824769616127,
0.03342835232615471,
-0.05070675164461136,
-0.05740079656243324,
0.009666360914707184,
0.004939020145684481,
0.01928512193262577,
0.0664995014667511,
0.02892492339015007,
-0.04366113990545273,
0.07496627420186996,
-0.024993425235152245,
0.10688414424657822,
0.08821148425340652,
0.09099692851305008,
-0.0032604550942778587,
0.008704756386578083,
-0.013505987823009491,
-0.07125178724527359,
0.0418110191822052,
-0.02973238192498684,
-0.018652062863111496,
0.0312307458370924,
-0.00576664786785841,
-0.0307104904204607,
-0.043582264333963394,
0.07083640992641449,
-0.0472123809158802,
-0.01453927718102932,
0.03315112367272377,
-0.016362298280000687,
0.05986560508608818,
0.03399992734193802,
-0.05440801382064819,
0.011044451035559177,
-0.026265647262334824,
0.04818320646882057,
0.03129902109503746,
0.008764483965933323,
-0.10645775496959686,
-0.021774418652057648,
0.021698253229260445,
-0.015412514097988605,
-0.023294897750020027,
-0.011055399663746357,
0.04396716132760048,
-0.0437987819314003,
0.02062690071761608,
-0.05107634887099266,
-0.14813914895057678,
-0.12136175483465195,
0.05794704332947731,
0.009725271724164486,
-0.0505538210272789,
0.06587964296340942,
0.020695701241493225,
0.006838980596512556,
-0.035129327327013016,
-0.03134426102042198,
0.010276342742145061,
-0.01330571249127388,
-0.015545712783932686,
0.04501448944211006,
-0.05141732469201088,
-0.10467242449522018,
0.021509040147066116,
-0.03102310560643673,
-0.09841931611299515,
-0.005879777017980814,
0.04424218460917473,
0.09332682937383652,
-0.025514565408229828,
0.05402059853076935,
0.15216036140918732,
-0.03640581667423248,
-0.09772693365812302,
-0.000020064600903424434,
0.029086703434586525,
-0.05526977777481079,
1.0767080830994872e-32,
0.059653230011463165,
0.003464239416643977,
-0.06121780350804329,
0.045057136565446854,
0.1249924898147583,
-0.010131369344890118,
-0.011399882845580578,
-0.03178268298506737,
-0.08992400765419006,
-0.0046211970038712025,
0.08028213679790497,
0.02955932915210724,
0.00824680645018816,
0.010989478789269924,
-0.0014424656983464956,
-0.09215175360441208,
-0.01729961857199669,
-0.012847156263887882,
-0.019418254494667053,
0.022277265787124634,
-0.10913033783435822,
0.043552640825510025,
-0.04229675233364105,
-0.060166336596012115,
-0.05253956839442253,
0.021214721724390984,
0.06916553527116776,
-0.047170139849185944,
0.004303968045860529,
0.004196164198219776,
-0.051825203001499176,
-0.018509792163968086,
0.06632880866527557,
-0.051444750279188156,
0.040297385305166245,
0.01374879851937294,
0.012084690853953362,
-0.08105484396219254,
-0.013601499609649181,
0.03687841072678566,
-0.033587630838155746,
-0.0521058514714241,
0.05700715631246567,
-0.03441619873046875,
-0.05724466219544411,
0.08439633250236511,
0.14171379804611206,
0.021683817729353905,
-0.02464691735804081,
-0.04654887691140175,
-0.030498981475830078,
-0.011723974719643593,
-0.038971420377492905,
-0.10660180449485779,
-0.014988822862505913,
-0.08672390878200531,
0.010398696176707745,
0.017018068581819534,
0.04533344507217407,
-0.035506460815668106,
0.00010384994675405324,
-0.06887098401784897,
0.032410476356744766,
-0.08084665238857269,
0.03729958087205887,
0.04025917500257492,
-0.09347540885210037,
-0.032939281314611435,
0.042767204344272614,
-0.040996912866830826,
-0.03775554150342941,
0.002379323821514845,
0.10711562633514404,
-0.03234734386205673,
-0.04584570974111557,
0.03388906642794609,
-0.02017217129468918,
-0.05107896775007248,
-0.036130141466856,
0.02598726749420166,
-0.05800790712237358,
0.009945330210030079,
0.030210653319954872,
-0.000777941313572228,
-0.023451736196875572,
-0.012026886455714703,
-0.006889619864523411,
-0.04976654425263405,
0.021877601742744446,
-0.007314662449061871,
-0.10288326442241669,
-0.010962902568280697,
0.041283439844846725,
-0.08562611043453217,
-0.07455115765333176,
-1.1344294842338679e-32,
0.04877869784832001,
0.002450922504067421,
-0.008690978400409222,
0.05203121155500412,
0.0943148136138916,
0.04734785854816437,
0.05901109427213669,
0.05346936732530594,
0.013726990669965744,
-0.004004139918833971,
0.04458065330982208,
-0.028830280527472496,
-0.08577000349760056,
-0.03605719283223152,
0.021183062344789505,
0.03650315850973129,
0.06449966132640839,
-0.020994141697883606,
-0.02244873158633709,
0.03129364922642708,
0.010930048301815987,
0.029187863692641258,
-0.012599105946719646,
0.08380299061536789,
-0.07356026768684387,
-0.01384694129228592,
0.07802451401948929,
-0.01202696468681097,
-0.012138403952121735,
0.010747087188065052,
-0.05081658810377121,
-0.08955088257789612,
-0.016981611028313637,
0.06167527288198471,
0.055673908442258835,
0.0034229306038469076,
-0.06976895779371262,
-0.04673298820853233,
-0.028584914281964302,
-0.05889485776424408,
0.00483062956482172,
-0.09361425787210464,
-0.06822656840085983,
-0.009006225503981113,
0.03217882663011551,
-0.033301495015621185,
0.03847922012209892,
-0.007012542337179184,
-0.0009875963442027569,
0.05719495937228203,
0.0403389036655426,
0.045422717928886414,
-0.015129012055695057,
-0.014820855110883713,
-0.022680534049868584,
-0.07997465133666992,
-0.05175236985087395,
0.03765694051980972,
0.013223208487033844,
0.027508102357387543,
0.03543154522776604,
0.030705269426107407,
-0.021688491106033325,
0.01046713162213564,
0.06715697050094604,
0.046509817242622375,
-0.07227171957492828,
0.03964141011238098,
-0.05673370882868767,
-0.0063993358053267,
0.028211703523993492,
0.06992076337337494,
0.036600980907678604,
-0.006578048225492239,
0.03797652944922447,
-0.01762649230659008,
0.08984827995300293,
-0.004318142309784889,
0.07060065120458603,
0.008341812528669834,
-0.08203746378421783,
-0.05209508538246155,
-0.04413171857595444,
-0.0016519817290827632,
-0.053308919072151184,
-0.0072040557861328125,
-0.02956586889922619,
0.09495404362678528,
-0.030415652319788933,
-0.03763674572110176,
-0.043611980974674225,
0.0720435380935669,
0.0490419827401638,
0.04061507433652878,
0.06703860312700272,
-6.66879387267727e-8,
-0.050436072051525116,
-0.08660531789064407,
-0.013768522068858147,
0.0032427816186100245,
-0.036120325326919556,
0.03315727412700653,
0.030560607090592384,
-0.15068790316581726,
-0.01807701401412487,
-0.05084480345249176,
0.03385855630040169,
0.012541254982352257,
-0.07980352640151978,
0.020490407943725586,
-0.03952624648809433,
0.019182467833161354,
-0.09945208579301834,
0.0838533490896225,
-0.005405699834227562,
-0.0694693922996521,
-0.00690525583922863,
0.035938113927841187,
0.02335393987596035,
-0.0241981390863657,
-0.006680476013571024,
0.060163259506225586,
-0.11877253651618958,
0.0019179914379492402,
0.00559969013556838,
-0.011263796128332615,
0.04732656478881836,
-0.06273997575044632,
0.037287529557943344,
-0.052859336137771606,
-0.004612332675606012,
-0.0695708841085434,
-0.039604347199201584,
-0.03248951584100723,
0.019944269210100174,
0.01772833801805973,
0.04950643330812454,
0.011551505886018276,
0.07042443752288818,
0.039339251816272736,
-0.03588714078068733,
0.005104868207126856,
0.03373190760612488,
-0.008129555732011795,
0.031155282631516457,
0.04505768045783043,
-0.013869943097233772,
-0.0775565505027771,
0.00772062037140131,
0.032187238335609436,
0.06469212472438812,
-0.00862952321767807,
-0.00441695237532258,
0.06557644158601761,
-0.02158614620566368,
0.06882500648498535,
0.04042970389127731,
0.06580842286348343,
0.0037906556390225887,
0.06345734745264053
] |
jppaolim/v49Neo | 4cf262ad19d8aac85a4194494dfde7615d24d245 | 2022-06-03T16:34:46.000Z | [
"pytorch",
"gpt_neo",
"text-generation",
"transformers"
] | text-generation | false | jppaolim | null | jppaolim/v49Neo | 0 | null | transformers | # My Story model
{'top_p': 0.9, 'top_k': 50, 'temperature': 1, 'repetition_penalty': 1}
Arthur goes to the beach. Arthur was bored today. He took a vacation to the beach. The beach was very crowded. Arthur finally enjoyed the beach for the beach. He had so much fun he decided to take his vacation there.
Arthur goes to the beach. Arthur was walking down the street one day and heard a loud boom. A huge shark had been spotted and was heading towards him! He ran to the beach and immediately jumped in the water. He swam to shore with his surfboard and his surf trunks. After five minutes of not paying attention, he got out of the water.
Arthur goes to the beach. Arthur always loved going to the beach. His favorite thing to do in the morning was go to the beach. He decided he wanted to go to the beach, not too long. Arthur packed up his backpack and headed towards the beach. He started to enjoy himself as he was going to the beach, he loved it.
Arthur goes to the beach. Arthur had always loved going to the beach. His friend told him to take the bus. Arthur forgot to bring his wallet. He was disappointed to see that his friend was gone. Arthur decided to leave the beach without taking the bus.
Arthur goes to the beach. Arthur wanted to visit the beach but his parents didn't take him. His parents thought that his parents should take him. They bought him a beach chair and took him to the beach. He had a great time, but the beach wasn't too bad. Arthur was very disappointed to see no sand at all!
{'top_p': 0.9, 'top_k': 50, 'temperature': 1, 'repetition_penalty': 1.05}
Arthur goes to the beach. Arthur is in the ocean. He swims for an hour. He feels great. He goes home. He goes swimming again.
Arthur goes to the beach. Arthur was on vacation with his family He had a very nice day at the beach. As he was driving to the beach he saw a beautiful view. He quickly started to relax as he got closer to the beach. It turned out that he was sitting down at the beach by his family.
Arthur goes to the beach. Arthur is always very worried about it. He has always been afraid of going to the beach. One day he has no idea what's going to happen. He decides to take a trip. He cannot believe he is going to the beach.
Arthur goes to the beach. Arthur wanted to learn how to surf. So he took out his surf equipment. He put his surf equipment on. He set his surfboard up and put it on the beach. Arthur had a great time surfing!
Arthur goes to the beach. Arthur loved the outdoors. He wanted to go in the water. He was very bored one day. Arthur was going to the beach. He spent the whole day swimming and sunbathing.
{'top_p': 0.9, 'top_k': 40, 'temperature': 0.8, 'repetition_penalty': 1.1}
Arthur goes to the beach. Arthur was going to the beach. He went to the beach and swam. He went to the beach and swam in the water. He fell in the water and was wet. Arthur never went to the beach again.
Arthur goes to the beach. Arthur is bored. He heads to the beach. Arthur sits down on the sand. He runs to the beach. Arthur swam in the water.
Arthur goes to the beach. Arthur was on vacation. He decided to go to the beach. He went to the beach and played on the sand. He felt very hot and cold. Arthur spent the entire day at the beach.
Arthur goes to the beach. Arthur was very excited to go to the beach with his friends. His friends were already at the beach. He was going to be at the beach on his birthday. He got all his friends together and had a great time. He was glad he had a great time and decided to go home.
Arthur goes to the beach. Arthur was walking down the street. He was heading to the beach. He was going to swim with his friends. They were going to take him to the water. Arthur had a great time swimming.
{'top_p': 0.9, 'top_k': 40, 'temperature': 0.6, 'repetition_penalty': 1.15}
Arthur goes to the beach. Arthur is very bored. He spends all day sitting on the sand. He decides to go to the beach. He spends all day swimming. Arthur is happy he went to the beach.
Arthur goes to the beach. Arthur is walking down the street. He sees a big wave. He runs to the side of the road. He trips and falls in the water. Arthur is shaken up by the wave.
Arthur goes to the beach. Arthur is on his way to the beach. He has never been in the beach before. He decides to go for a walk. While walking he falls in the water. Arthur is soaked and had to go home.
Arthur goes to the beach. Arthur was a little boy. He loved to surf, but he didn't know how to swim. His mom took him to the beach. He swam in the water and got very cold. Arthur spent all day in the sand and had a good time.
Arthur goes to the beach. Arthur was very bored. He was in his car. He drove to the beach. He went to the beach. He went to the beach and played with the beach.
{'top_p': 0.9, 'top_k': 40, 'temperature': 0.4, 'repetition_penalty': 1.2}
Arthur goes to the beach. Arthur was going to the beach with his family. He was going to take a nice walk on the sand. He was going to take a nice long stroll. He saw a huge wave and decided to go for it. He had a great time on the beach.
Arthur goes to the beach. Arthur is going to the beach with his friends. He is going to take a few hours to get there. He is going to go to the beach and surf. He is going to surf for the first time. He is excited to go to the beach and surf.
Arthur goes to the beach. Arthur is going to the beach. He is going to swim in the water. He is going to go for a quick walk. Arthur is not able to walk. Arthur is late for his appointment.
Arthur goes to the beach. Arthur is going to the beach. He is going to go swimming. Arthur is going to go swimming with his friends. He is going to swim with his friends. Arthur is very excited for the beach trip.
Arthur goes to the beach. Arthur is a very good swimmer. He has always been very careful with his swimming. One day, he decides to go to the beach. While at the beach, he swam for hours. Finally, he was able to get to the beach safely.
| [
0.021481767296791077,
0.05624218285083771,
0.06815078109502792,
0.01958576589822769,
0.07529540359973907,
0.05031634122133255,
0.10592212527990341,
-0.008612272329628468,
0.04511213302612305,
-0.022817453369498253,
0.08051131665706635,
-0.033269964158535004,
0.03282959759235382,
0.07520449906587601,
0.05888991057872772,
0.018566226586699486,
-0.061587054282426834,
0.005361925810575485,
-0.11335980892181396,
0.001201156061142683,
0.025837983936071396,
0.0343078188598156,
-0.008350972086191177,
0.013372687622904778,
-0.0738714188337326,
-0.018222367390990257,
0.002311557997018099,
0.03525707870721817,
-0.045087434351444244,
-0.05344775319099426,
-0.07132509350776672,
-0.00717571284621954,
-0.05483848974108696,
-0.026624588295817375,
-0.021952785551548004,
-0.043253131210803986,
-0.07904782891273499,
-0.048161279410123825,
0.020605837926268578,
-0.0041652764193713665,
-0.023205794394016266,
0.005451182369142771,
0.09360317140817642,
0.043802883476018906,
0.08617467433214188,
-0.0007331087836064398,
-0.028392497450113297,
0.014591659419238567,
0.06265376508235931,
0.005957874935120344,
-0.09999075531959534,
-0.021606316789984703,
-0.06310726702213287,
-0.10500422865152359,
0.011711843311786652,
0.052685920149087906,
0.024135436862707138,
-0.06598494946956635,
0.013812366873025894,
-0.10175255686044693,
0.03404688090085983,
0.014119736850261688,
-0.01729218289256096,
0.025209708139300346,
0.08496978133916855,
-0.08093058317899704,
-0.05751578509807587,
-0.0037807151675224304,
-0.004724706523120403,
0.17503105103969574,
-0.04598599672317505,
0.015835542231798172,
0.029943831264972687,
-0.03332260996103287,
-0.0011845012195408344,
-0.054821353405714035,
-0.04259023442864418,
-0.042371150106191635,
0.026003221049904823,
0.03231525421142578,
-0.06337094306945801,
-0.17002953588962555,
-0.055096134543418884,
0.04597973823547363,
0.01944001391530037,
-0.060375045984983444,
0.0671614333987236,
-0.002717308234423399,
-0.0022801896557211876,
-0.03367472067475319,
-0.040626440197229385,
-0.07384664565324783,
-0.008549336344003677,
-0.016659891232848167,
-0.047471269965171814,
0.05335613712668419,
-0.07309556007385254,
-0.023237019777297974,
-0.09154951572418213,
0.0748000517487526,
0.05319814756512642,
0.07072307914495468,
0.04666054621338844,
0.05383909493684769,
0.0181027352809906,
-0.021965552121400833,
0.010887663811445236,
0.07828421145677567,
0.024099471047520638,
0.009270465932786465,
-0.02696418948471546,
0.007566250395029783,
0.023068778216838837,
0.04810090735554695,
0.0414777472615242,
0.06574008613824844,
-0.016652479767799377,
-0.05628974735736847,
-0.017934702336788177,
0.020708007737994194,
0.09805484116077423,
0.056918710470199585,
0.014883073046803474,
0.05499418452382088,
-0.10827763378620148,
-0.019340410828590393,
0.09778732806444168,
2.5325360899474e-33,
0.025832748040556908,
-0.02053825557231903,
0.012930214405059814,
0.06465645134449005,
0.12446694076061249,
-0.017081059515476227,
-0.10242120176553726,
0.013482330366969109,
-0.05303633213043213,
0.01751372218132019,
-0.08338727056980133,
-0.0448339618742466,
-0.06674788147211075,
0.03968048468232155,
0.0010964730754494667,
0.00810892041772604,
-0.015019169077277184,
-0.022085975855588913,
-0.02508396841585636,
0.03070705384016037,
0.06760085374116898,
0.03363751620054245,
-0.015002968721091747,
-0.05160050466656685,
-0.09305078536272049,
0.025995856150984764,
-0.006139274686574936,
-0.049756553024053574,
-0.006583391223102808,
0.04576636850833893,
-0.00942101702094078,
-0.0037352433428168297,
-0.0472322516143322,
-0.058884620666503906,
0.049628082662820816,
-0.036479461938142776,
0.05532841011881828,
0.010344353504478931,
0.04572238400578499,
0.0026924372650682926,
-0.08981721848249435,
-0.016476809978485107,
-0.00008580981375416741,
0.00990180391818285,
-0.008164872415363789,
-0.04431239888072014,
0.009050244465470314,
0.15198343992233276,
-0.08029194176197052,
0.00827854499220848,
-0.006928397808223963,
-0.029314301908016205,
0.058016762137413025,
-0.027545733377337456,
-0.044955506920814514,
0.0024520023725926876,
0.07330945879220963,
0.0013386833015829325,
-0.0381694920361042,
0.024016855284571648,
0.15776433050632477,
0.0267737228423357,
0.0022045669611543417,
0.02992095611989498,
0.01049867644906044,
0.07789637893438339,
0.015023713931441307,
0.01979922689497471,
0.036681607365608215,
-0.04809577018022537,
-0.04155381768941879,
0.00926748476922512,
0.03425256162881851,
-0.052651144564151764,
-0.01868913695216179,
-0.048963069915771484,
-0.032398153096437454,
-0.07210026681423187,
-0.0837370827794075,
-0.0115077318623662,
0.018284117802977562,
-0.001522245118394494,
-0.06364023685455322,
-0.05824316665530205,
-0.07863549888134003,
-0.02278524450957775,
0.06425110250711441,
-0.15369701385498047,
-0.014897464774549007,
0.005011836998164654,
-0.057316675782203674,
-0.003356664441525936,
0.11364646255970001,
-0.043413080275058746,
-0.02096065878868103,
-4.903757988105504e-33,
0.010993174277245998,
0.027721505612134933,
0.02194361947476864,
0.015499615110456944,
0.1111234501004219,
-0.04254516586661339,
-0.01861012913286686,
-0.00713506992906332,
0.04402238875627518,
-0.0777987465262413,
-0.08164486289024353,
-0.057960476726293564,
0.01838071271777153,
-0.04592570289969444,
0.0922446995973587,
-0.023685477674007416,
-0.013209293596446514,
-0.002368764253333211,
-0.10254797339439392,
0.036894917488098145,
0.032157111912965775,
0.012481549754738808,
-0.01011174451559782,
0.03760537505149841,
-0.024693157523870468,
0.08902112394571304,
-0.017554789781570435,
0.006647476460784674,
0.016409043222665787,
-0.03124963492155075,
-0.08475127816200256,
-0.00008721164340386167,
0.040452782064676285,
-0.014634890481829643,
-0.09229770302772522,
0.05820325389504433,
0.004076795652508736,
-0.07599468529224396,
-0.0516989529132843,
0.07539879530668259,
0.07635949552059174,
-0.09419018775224686,
0.03663273900747299,
0.00028915502480231225,
0.037542905658483505,
-0.00026734790299087763,
-0.023816391825675964,
-0.005525106098502874,
0.007581871934235096,
-0.027221059426665306,
0.02667820267379284,
-0.02880275994539261,
-0.07142375409603119,
0.027660679072141647,
0.008671628311276436,
0.015017376281321049,
-0.0020640958100557327,
-0.021584663540124893,
-0.014679751358926296,
0.03007195144891739,
-0.0751790851354599,
-0.01091375295072794,
-0.06681374460458755,
0.05475509539246559,
0.01011902280151844,
-0.027988610789179802,
-0.045197274535894394,
-0.0549333319067955,
-0.04043921083211899,
-0.043638925999403,
-0.0664106085896492,
0.04430766776204109,
-0.030586127191781998,
-0.026340018957853317,
0.06909110397100449,
0.03186421096324921,
-0.12239745259284973,
0.053789906203746796,
-0.02775822952389717,
-0.029027583077549934,
-0.1331738382577896,
-0.01661001518368721,
0.007161062676459551,
0.018605900928378105,
-0.035119250416755676,
-0.06411895900964737,
0.009862038306891918,
-0.004412427544593811,
-0.033303383737802505,
-0.0366983525454998,
0.020473988726735115,
0.07845384627580643,
0.055108942091464996,
0.08624821901321411,
0.004043444059789181,
-5.904362154751652e-8,
-0.03686089813709259,
0.049295421689748764,
0.0178354624658823,
0.03828824311494827,
0.023955143988132477,
0.036585528403520584,
0.03368869051337242,
-0.02228764072060585,
0.009484028443694115,
-0.03379291296005249,
-0.01203073188662529,
0.04550253599882126,
-0.009965866804122925,
0.06525218486785889,
-0.04449700936675072,
-0.04288870096206665,
0.03786209598183632,
0.019757980480790138,
-0.01668483205139637,
-0.002067935187369585,
0.06350920349359512,
0.005007493309676647,
-0.006952416151762009,
-0.04728182777762413,
-0.06797731667757034,
0.045467790216207504,
-0.07346788793802261,
0.05408648028969765,
0.0006168641848489642,
0.007945114746689796,
0.0424201674759388,
-0.014534239657223225,
-0.014992281794548035,
-0.002519027329981327,
-0.1032712459564209,
-0.005021945107728243,
0.06730843335390091,
0.0069234115071594715,
0.015392351895570755,
0.0007735913386568427,
0.0040532792918384075,
-0.018040042370557785,
-0.024338943883776665,
0.02890641987323761,
0.07582481950521469,
0.020737329497933388,
0.06280973553657532,
-0.09627874195575714,
0.02793893776834011,
0.035610467195510864,
-0.043980322778224945,
-0.03978557512164116,
-0.012193098664283752,
0.014544579200446606,
0.017094142735004425,
-0.00688709132373333,
-0.005337082780897617,
0.0018887972692027688,
-0.09526047855615616,
0.04814409837126732,
0.08260830491781235,
0.04945644363760948,
-0.08875636756420135,
0.04479008540511131
] |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.